{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003158915,0.00005770117,0.0001151194,0.00001107883,0.0002655359,0.000002444043,0.00009530661,0.00006933986,0.01214155],"category_scores_gemma":[0.00114326,0.00004166979,0.00001449784,0.00007723999,0.00002580721,0.00006384671,0.00003729911,0.0003627631,0.0008317796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002219625,"about_ca_system_score_gemma":0.00209451,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9584932,"about_ca_topic_score_gemma":0.9692839,"domain_scores_codex":[0.9990299,0.00009544446,0.0002223348,0.0001205592,0.0002407554,0.0002910154],"domain_scores_gemma":[0.9990663,0.0004207905,0.00004547106,0.0002095519,0.00006137813,0.0001964901],"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":[0.00003419644,0.0001384707,0.03852659,0.0002896903,0.00002308975,0.00005734501,0.00236224,0.00001129314,0.00008693869,0.2759053,0.6809005,0.001664354],"study_design_scores_gemma":[0.0003677556,0.00001765132,0.009715578,0.00003372457,0.000005469439,4.94586e-7,0.004633096,0.000002285214,0.00003750196,0.00193047,0.9831922,0.00006377836],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3733037,0.00004248899,0.0002558475,0.1853963,0.001184447,0.0003093229,0.000005149578,0.0001006556,0.439402],"genre_scores_gemma":[0.9643649,0.000008608507,0.0006023631,0.01762761,0.0003254597,0.00002244392,0.000005299082,0.000006260479,0.01703705],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5910612,"threshold_uncertainty_score":0.9999462,"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."}}