{"id":"W4280602669","doi":"10.1503/cmaj.220542","title":"Rosella C","year":2022,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Biomedical Ethics and Regulation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Surgery","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":[0.0002630692,0.0007466082,0.0003816936,0.0007839499,0.002033066,0.001501908,0.000695194,0.00172729,0.3679371],"category_scores_gemma":[0.0009408605,0.0002166808,0.0006226217,0.0004076936,0.0007058167,0.001050001,0.001411495,0.002638885,0.1698587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009204043,"about_ca_system_score_gemma":0.0007763481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01242926,"about_ca_topic_score_gemma":0.01281095,"domain_scores_codex":[0.9996774,0.00003365647,0.000008986213,0.00006367146,0.0001238573,0.00009256151],"domain_scores_gemma":[0.999679,0.00002379439,0.00002407269,0.00003132331,0.0001090417,0.0001328237],"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":[0.0001462968,0.00005774446,0.0008048282,0.0001054717,0.000008594627,0.005319869,0.0001673192,0.000031089,0.002575064,0.005448156,0.9142154,0.07112028],"study_design_scores_gemma":[0.000008939456,0.00001876721,0.0007404162,0.00008542802,0.000004320317,0.007306732,0.0001112587,0.00002416148,0.0004199226,0.0005417718,0.9907284,0.000009974349],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006512769,0.00654174,0.002261798,0.03050051,0.008636834,0.0001662458,0.00140166,0.00248779,0.9414907],"genre_scores_gemma":[0.0438115,0.004038967,0.002953951,0.02691295,0.002126258,0.000106856,0.001428348,0.0008862632,0.9177349],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3679371,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008674382999083515,"score_gpt":0.2489124251958356,"score_spread":0.2402380421967521,"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."}}