{"id":"W4250650768","doi":"10.15173/m.v1i38.2628","title":"MedBulletin","year":2021,"lang":"en","type":"article","venue":"The Meducator","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001100269,0.0009915059,0.0009450268,0.002744911,0.001600384,0.004464862,0.0006190965,0.002721724,0.2447306],"category_scores_gemma":[0.007437411,0.0003268556,0.000338187,0.00239531,0.000848681,0.001522731,0.002153196,0.003049009,0.1841236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001800947,"about_ca_system_score_gemma":0.002826598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01083278,"about_ca_topic_score_gemma":0.01484079,"domain_scores_codex":[0.9992306,0.0000824946,0.00007772624,0.00009817968,0.0002987735,0.0002121405],"domain_scores_gemma":[0.9973665,0.0004455874,0.000310819,0.0002746604,0.0006637796,0.0009387452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001454176,0.00005004135,0.001881719,0.0002571354,0.00001155622,0.0001776402,0.00006621681,0.00003891208,0.0003897751,0.006305408,0.9417719,0.04890428],"study_design_scores_gemma":[0.00003223821,0.00002537006,0.009785559,0.0001017728,0.000007578316,0.00009180267,0.00006327974,0.00006942097,0.0001399375,0.001241644,0.9884333,0.000008069714],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005379886,0.01158067,0.0003443382,0.07239792,0.01924263,0.0001599657,0.02116491,0.001018057,0.8687117],"genre_scores_gemma":[0.03796182,0.007954511,0.0003910729,0.007223055,0.01392855,0.0001814125,0.009281678,0.0003263635,0.9227515],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2447306,"threshold_uncertainty_score":0.8187054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1651437435088466,"score_gpt":0.4566816152389247,"score_spread":0.2915378717300781,"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."}}