{"id":"W6920442004","doi":"10.6084/m9.figshare.15094714.v1","title":"Additional file 1 of Management and outcome of mechanically ventilated patients after cardiac arrest","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Outcome (game theory); Mechanical ventilation; Informed consent; Ethics committee; Protocol (science); Cohort; Research ethics; Cohort study","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":[0.001260564,0.0007044117,0.0009526273,0.00206781,0.001042798,0.0006485686,0.001016729,0.0008969846,0.6160702],"category_scores_gemma":[0.02191749,0.0003007861,0.0006553144,0.003197113,0.0001623342,0.001243624,0.0006412095,0.0008310117,0.02897654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009960396,"about_ca_system_score_gemma":0.00152921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008935231,"about_ca_topic_score_gemma":0.01281247,"domain_scores_codex":[0.9990576,0.0001878636,0.0002862201,0.000171529,0.000145448,0.0001513936],"domain_scores_gemma":[0.9861156,0.008393915,0.002581098,0.0006814703,0.001804931,0.0004229506],"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":[0.001144553,0.000315917,0.0277335,0.00347129,0.0001453539,0.0001633957,0.0002333408,0.0007220806,0.00009974443,0.001345785,0.9526064,0.01201867],"study_design_scores_gemma":[0.0156678,0.001965199,0.4704334,0.01659931,0.0007836945,0.002150712,0.002850141,0.006450705,0.001118457,0.01781166,0.4638054,0.0003634515],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.002557263,0.00004953441,0.0002216077,0.0002069977,0.00003271798,0.000284645,0.9940267,0.00005209506,0.002568491],"genre_scores_gemma":[0.08541086,0.0004940538,0.003028227,0.0008423757,0.0002862015,0.009856689,0.884117,0.0001949693,0.01576963],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6160702,"threshold_uncertainty_score":0.5476292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01271345222177859,"score_gpt":0.2390082584176768,"score_spread":0.2262948061958982,"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."}}