{"id":"W4406578635","doi":"10.1016/s1541-9800(11)70512-9","title":"10.1016/s1541-9800(11)70512-9","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Healthcare Systems and Challenges","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Intensive care medicine; Cardiology; Internal medicine; Medical emergency","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006430541,0.0001964258,0.0003547876,0.00008516377,0.0005361905,0.000009630977,0.0002477299,0.0003277079,0.9988899],"category_scores_gemma":[0.00006963636,0.0001727112,0.0000705203,0.0001933145,0.00002364115,0.0000757006,0.00006100989,0.000494307,0.9985471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001256372,"about_ca_system_score_gemma":0.000221423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000710534,"about_ca_topic_score_gemma":0.00002836791,"domain_scores_codex":[0.9975646,0.000499061,0.0005503347,0.0003474266,0.0002769315,0.0007616048],"domain_scores_gemma":[0.9985754,0.0002270691,0.00008040851,0.0005331032,0.0001298169,0.0004541342],"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":[0.00003256464,0.00002764835,0.000001567498,0.0001147758,0.000008710811,0.000005375814,0.0003998702,0.000002307606,0.000003643396,0.000005483852,0.7536526,0.2457455],"study_design_scores_gemma":[0.0003244155,0.0001286164,0.0002141681,0.0002134742,0.000006910442,0.000002718316,0.0000888533,0.00002384251,0.000002080569,0.0000102039,0.9987908,0.0001939412],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001068203,0.0007027389,5.125806e-7,0.007268832,0.00001502283,0.0007982879,0.00003738132,0.0002860829,0.9898229],"genre_scores_gemma":[0.0004485607,0.000004545901,0.00004535927,0.0007238127,0.001085049,0.0001873039,0.0000168044,0.000053014,0.9974356],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2455516,"threshold_uncertainty_score":0.7042958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04381397536697138,"score_gpt":0.333531599175979,"score_spread":0.2897176238090076,"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."}}