{"id":"W6902207847","doi":"10.6084/m9.figshare.16916538.v1","title":"Additional file 1 of Patient-important outcomes reported in randomized controlled trials of pharmacologic treatments for COVID-19: a protocol of a META-epidemiological study","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; McMaster University; Université de Montréal; University of Saskatchewan","funders":"","keywords":"Randomized controlled trial; Protocol (science); MEDLINE; Clinical trial; N of 1 trial","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":["metaresearch","metaepi_broad"],"domain":"reporting","study_design":"not_applicable","genre":"protocol","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"},{"model":"gpt","categories":["insufficient_payload"],"domain":null,"study_design":"not_applicable","genre":"dataset","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01358872,0.00189488,0.002977791,0.003800463,0.001058536,0.002335842,0.001896857,0.002325661,0.8023453],"category_scores_gemma":[0.1431114,0.001690543,0.003579904,0.00631939,0.0006627496,0.002349498,0.001438406,0.002092207,0.05692795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001913474,"about_ca_system_score_gemma":0.004695314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003215874,"about_ca_topic_score_gemma":0.006162677,"domain_scores_codex":[0.9922853,0.003615096,0.002146888,0.0008302464,0.000732158,0.0003902807],"domain_scores_gemma":[0.8343484,0.1438639,0.008603897,0.005356384,0.006727314,0.00110013],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00836328,0.0003568114,0.002393572,0.1245385,0.001996843,0.000118139,0.0002325174,0.001319898,0.0002404475,0.004509986,0.8332626,0.02266737],"study_design_scores_gemma":[0.2006898,0.002624086,0.02584192,0.05645528,0.008504492,0.0007102121,0.000571018,0.003908047,0.001285337,0.03391967,0.6650143,0.0004757442],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"protocol","genre_scores_codex":[0.0004736153,0.000367339,0.001406893,0.0004174938,0.0001328486,0.009451205,0.9851,0.0003694704,0.002281174],"genre_scores_gemma":[0.03062671,0.002014646,0.03616556,0.004056684,0.0006587559,0.4003295,0.494771,0.001384924,0.02999221],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.9981051,"threshold_uncertainty_score":0.2819304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4152522579346933,"score_gpt":0.5653596647413841,"score_spread":0.1501074068066908,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}