{"id":"W1569186909","doi":"10.1186/cc1064","title":"Toronto Critical Care Medicine Symposium, 18-20 October 2001, Canada: research breakthroughs are not enough.","year":2001,"lang":"en","type":"article","venue":"Critical Care","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Intensive care medicine; Intensive care unit; Pneumonia; Randomized controlled trial; Pulmonary artery catheter; Pathology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004293377,0.001517594,0.0007098328,0.001111739,0.006219421,0.006229487,0.001396673,0.008635548,0.03966412],"category_scores_gemma":[0.005326496,0.0007237211,0.0006854672,0.001048708,0.002784635,0.002043801,0.00217541,0.01003866,0.008356383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02618456,"about_ca_system_score_gemma":0.03929663,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3804111,"about_ca_topic_score_gemma":0.8451579,"domain_scores_codex":[0.9979546,0.0002785553,0.0001037188,0.0002245128,0.000990286,0.0004482697],"domain_scores_gemma":[0.9904751,0.0004738826,0.0003025277,0.0001250345,0.003490439,0.005133129],"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":[0.00008647742,0.00001540365,0.0004012952,0.0001275602,0.00001302474,0.0001855044,0.0001539955,0.00004449184,0.0002555776,0.0008085681,0.9866111,0.01129705],"study_design_scores_gemma":[0.00003820259,0.00003877582,0.00389344,0.000376041,0.00001832526,0.0001453006,0.000591513,0.00006470083,0.0001451461,0.0004953931,0.9941712,0.00002188328],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002883296,0.1563967,0.0008501781,0.6453259,0.154843,0.0001912092,0.00129726,0.0001379419,0.03807443],"genre_scores_gemma":[0.03761069,0.1206132,0.002529648,0.1131566,0.06880493,0.0001983906,0.001793617,0.0002210536,0.655072],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.6195889,"threshold_uncertainty_score":0.7563938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.115290461968293,"score_gpt":0.4210646599569275,"score_spread":0.3057741979886345,"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."}}