{"id":"W26314880","doi":"10.1017/s0022215115002261","title":"ptafflist - Canada 411","year":2004,"lang":"en","type":"article","venue":"","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005784478,0.0004617839,0.0004200239,0.001282986,0.008047734,0.005311928,0.001060116,0.00456813,0.7010158],"category_scores_gemma":[0.001724829,0.0005592232,0.0004357452,0.001246923,0.001038863,0.001138015,0.0014885,0.001768108,0.2678707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01493511,"about_ca_system_score_gemma":0.03295215,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7950055,"about_ca_topic_score_gemma":0.9369243,"domain_scores_codex":[0.9989563,0.00003695119,0.00002635866,0.0001500807,0.0005291841,0.0003010907],"domain_scores_gemma":[0.9972261,0.0001681005,0.00005119077,0.00007983355,0.001747492,0.000727203],"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":[0.00006893835,0.00003789716,0.002726954,0.0001282003,0.000005878689,0.0003047451,0.000156772,0.00009587429,0.0006402638,0.00948329,0.9268207,0.05953037],"study_design_scores_gemma":[0.000009803108,0.000008521035,0.00276394,0.00006048872,0.000002885263,0.00006703202,0.0001548354,0.00008770801,0.0001429556,0.0003337783,0.9963608,0.000007245578],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001896361,0.0009073135,0.0002211919,0.007883218,0.0005797502,0.0000951563,0.003375697,0.000305363,0.984736],"genre_scores_gemma":[0.002167701,0.000172526,0.00007791061,0.0009090164,0.00002310334,0.000007920989,0.0003835074,0.00004080692,0.9962175],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7950055,"threshold_uncertainty_score":0.4264646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05995159828323117,"score_gpt":0.4354800940321809,"score_spread":0.3755284957489498,"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."}}