{"id":"W6904584810","doi":"10.1371/journal.pone.0286802.s003","title":"Summary of pivotal information considered by Health Canada, FDA and EMA in decision-making.","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Health information; MEDLINE; Public health; Action (physics); Information system","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.03485821,0.002388946,0.003778065,0.004866858,0.003434125,0.006908774,0.005188935,0.01021706,0.0854448],"category_scores_gemma":[0.1307915,0.001111588,0.002697541,0.00631376,0.002140676,0.003252944,0.001540383,0.009475898,0.01944391],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.027325,"about_ca_system_score_gemma":0.05402141,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1911938,"about_ca_topic_score_gemma":0.2157146,"domain_scores_codex":[0.9765173,0.008124593,0.00244663,0.001209218,0.009882613,0.001819645],"domain_scores_gemma":[0.8252534,0.06915846,0.005202306,0.003572991,0.09093772,0.005875022],"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":[0.00006373631,0.000009176869,0.00004816418,0.0003449088,0.00001933114,0.00003128366,0.00001827571,0.0002036215,0.00001992535,0.004428185,0.9820594,0.01275404],"study_design_scores_gemma":[0.0001208737,0.00004807027,0.001131475,0.002614075,0.0001150921,0.0000904438,0.00006033584,0.0008020526,0.0002477107,0.01533282,0.9793625,0.00007443337],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0007087282,0.1888374,0.01259534,0.3483274,0.05639441,0.002239466,0.07008967,0.0009065654,0.3199011],"genre_scores_gemma":[0.04932635,0.2250306,0.03729063,0.2860353,0.07438237,0.003748442,0.04018493,0.001256703,0.2827447],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.972675,"threshold_uncertainty_score":0.3801618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2195714695782611,"score_gpt":0.3976334442341432,"score_spread":0.1780619746558821,"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."}}