{"id":"W4233910395","doi":"10.1086/503412","title":"Discussion","year":2001,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Advanced Causal Inference Techniques","field":"Mathematics","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital; Canadian Institutes of Health Research; Ottawa Hospital; Canadian Institute for Health Information","funders":"","keywords":"Computer science; World Wide Web; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009858031,0.0008243254,0.000764234,0.001249211,0.001889153,0.003558407,0.001950674,0.003161761,0.2996916],"category_scores_gemma":[0.04332812,0.0002551305,0.001725671,0.001052024,0.001163302,0.002990381,0.002474084,0.003483279,0.06238471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003870759,"about_ca_system_score_gemma":0.003653273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00911359,"about_ca_topic_score_gemma":0.007062669,"domain_scores_codex":[0.9923064,0.00203552,0.0003576642,0.001706706,0.002230071,0.001363579],"domain_scores_gemma":[0.9836327,0.006899276,0.00114093,0.001725745,0.004940757,0.00166051],"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":[0.002156872,0.0002224058,0.0183552,0.001649856,0.0001794188,0.001114381,0.001987477,0.0005764535,0.001598555,0.04811508,0.7062999,0.2177443],"study_design_scores_gemma":[0.0001198046,0.0001127404,0.01543389,0.0009621105,0.00008903594,0.0009834246,0.002883785,0.0003272585,0.001670101,0.01677424,0.9606108,0.00003274834],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03838814,0.0121314,0.02319989,0.2374918,0.02233581,0.00176483,0.04000198,0.002290436,0.6223956],"genre_scores_gemma":[0.3728282,0.008311903,0.009039625,0.14177,0.007707302,0.002307737,0.02351382,0.001716138,0.4328054],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7003084,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09288309211094997,"score_gpt":0.4093515311836969,"score_spread":0.316468439072747,"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."}}