{"id":"W6901792631","doi":"10.6084/m9.figshare.18071029.v1","title":"Additional file 2 of Reporting of abstracts in studies that used routinely collected data for exploring drug treatment effects: a cross-sectional survey","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Survey Methodology and Nonresponse","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; St Joseph's Health Centre","funders":"","keywords":"Table (database); Drug treatment; Health care; Data collection; MEDLINE","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006383241,0.001469992,0.001793841,0.00794535,0.0009900125,0.001989274,0.001872444,0.001555425,0.8599467],"category_scores_gemma":[0.1135863,0.00084881,0.001378424,0.009719142,0.0003738701,0.002538603,0.001558408,0.001026132,0.1009139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002140223,"about_ca_system_score_gemma":0.004107581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006299023,"about_ca_topic_score_gemma":0.009490853,"domain_scores_codex":[0.9950894,0.001119336,0.002063697,0.0006115329,0.0007248855,0.0003911987],"domain_scores_gemma":[0.8425988,0.122902,0.01535585,0.00548291,0.01221638,0.001444034],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0005102516,0.0001044619,0.003769012,0.01229772,0.0001120932,0.00006766675,0.0001218639,0.0003233019,0.00008970434,0.001196281,0.9715091,0.009898628],"study_design_scores_gemma":[0.0104072,0.0005591705,0.05997553,0.02237465,0.0006175521,0.0006854014,0.001184033,0.002040416,0.00102838,0.01527672,0.8855932,0.0002577878],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.0002221835,0.00003033312,0.0002676851,0.000142296,0.00002530423,0.0003519859,0.9979368,0.0001400337,0.0008833471],"genre_scores_gemma":[0.01267177,0.0003849216,0.006700682,0.001259751,0.0002435046,0.02080037,0.9417065,0.0008381571,0.01539422],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9936168,"threshold_uncertainty_score":0.1997691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.833256071147589,"score_gpt":0.5296942098046669,"score_spread":0.3035618613429222,"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."}}