{"id":"W4406559222","doi":"10.1016/s1885-9046(09)27017-6","title":"10.1016/s1885-9046(09)27017-6","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Business; Computer science","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008070294,0.002389831,0.001201289,0.00188865,0.001889519,0.003560866,0.002491067,0.003577766,0.9854451],"category_scores_gemma":[0.001432845,0.0008745198,0.0009723271,0.002015099,0.001448572,0.004553543,0.003638372,0.002095776,0.9885859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009082179,"about_ca_system_score_gemma":0.001026388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00413126,"about_ca_topic_score_gemma":0.006216713,"domain_scores_codex":[0.9995413,0.00003348567,0.00002952567,0.0001638593,0.000145795,0.00008603035],"domain_scores_gemma":[0.9986002,0.0004085604,0.00008282522,0.0001688175,0.0002687389,0.0004708228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001563924,0.0001270303,0.0004889503,0.0003731619,0.0000159004,0.0001330715,0.0001025197,0.0002959373,0.001376065,0.005923597,0.4050455,0.5859618],"study_design_scores_gemma":[0.0000269134,0.00006714758,0.0004775989,0.0002459933,0.00000667962,0.0001900186,0.00009525527,0.0001219945,0.0001977256,0.0007772656,0.9977778,0.00001568365],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002087701,0.0002940817,0.0005248931,0.0001820472,0.0001625458,0.00004188452,0.0004235794,0.000697707,0.9974644],"genre_scores_gemma":[0.0003150934,0.0001434197,0.0002558613,0.0001159377,0.00003210828,0.00002499932,0.0002254684,0.0001422189,0.9987447],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01455492,"threshold_uncertainty_score":0.02076083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0092412383633961,"score_gpt":0.1901503112070949,"score_spread":0.1809090728436988,"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."}}