{"id":"W2435985443","doi":"10.1016/s1701-2163(16)31068-4","title":"RETIRED: Providing Opinion for Medico-Legal Cases","year":2002,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; MEDLINE; Family medicine; Medical education; Law","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00088763,0.0000967042,0.0003456566,0.0001193054,0.0003740708,0.000008723666,0.0001300398,0.0001868916,0.001579986],"category_scores_gemma":[0.06218395,0.00007374533,0.00004407192,0.0001714009,0.00005552661,0.0001367531,0.00003723453,0.0006268642,0.000001866623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005656646,"about_ca_system_score_gemma":0.001290633,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01371934,"about_ca_topic_score_gemma":0.01624438,"domain_scores_codex":[0.9982997,0.0002260173,0.0006955119,0.0001216503,0.0003095161,0.0003476379],"domain_scores_gemma":[0.9759594,0.02262857,0.0005966097,0.0001034809,0.0003972268,0.000314696],"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":[0.00003142831,0.0002300629,0.1417603,0.001139293,0.0001744148,0.001882351,0.001784494,0.000005683517,0.00001345797,0.00446536,0.66947,0.1790432],"study_design_scores_gemma":[0.001483563,0.0005482486,0.01335515,0.00002868726,0.00004695976,0.00003735651,0.002717525,0.0002419461,0.000004029134,0.0001644073,0.9812819,0.00009028162],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8131931,0.01929648,0.0001920731,0.06191739,0.09624621,0.00117918,0.00006602985,0.00001915898,0.007890358],"genre_scores_gemma":[0.9955272,0.0005396394,0.0005348382,0.002164995,0.0003228809,0.00001319602,0.000002190581,0.00001017091,0.0008848649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3118119,"threshold_uncertainty_score":0.9993327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07701258636231757,"score_gpt":0.3702446399849786,"score_spread":0.293232053622661,"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."}}