{"id":"W2075020017","doi":"10.1186/cc5659","title":"Hospital volume and outcome following mechanical ventilation on the intensive care unit","year":2007,"lang":"en","type":"article","venue":"Critical Care","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Mechanical ventilation; Intensive care unit; Intensive care medicine; Emergency medicine; Outcome (game theory); Volume (thermodynamics); Anesthesia","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006954574,0.000239547,0.0003663759,0.0006446096,0.0003613175,0.0006306081,0.0004358763,0.0005346939,0.00164806],"category_scores_gemma":[0.005561954,0.0001225935,0.0004130991,0.0005130649,0.0004598123,0.0006080571,0.0006385034,0.001097682,0.000230603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006334299,"about_ca_system_score_gemma":0.0004383276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001526876,"about_ca_topic_score_gemma":0.001849668,"domain_scores_codex":[0.9993799,0.0002249591,0.00006167601,0.00005433352,0.0001189308,0.000160257],"domain_scores_gemma":[0.9949327,0.001154624,0.002316147,0.0001592045,0.0002974209,0.001139894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001236805,0.0002908153,0.9957404,0.00002109196,0.00008876667,0.0001326592,0.00007127073,0.0001243811,0.0001563601,0.00006720176,0.0001576292,0.00191258],"study_design_scores_gemma":[0.00005507507,0.001541211,0.9971943,0.00001412046,0.00003865046,0.0003248935,0.0001348715,0.0002963673,0.00009536559,0.0001572728,0.0001368511,0.00001098006],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990535,0.0002342943,0.00002929683,0.00007242466,0.00001173501,0.000007318852,0.0001069548,0.000001952501,0.0004824646],"genre_scores_gemma":[0.9995742,0.00005402891,0.00001997475,0.00002861611,0.00003151223,0.000007438308,0.0001637944,0.000001032693,0.0001194242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00164806,"threshold_uncertainty_score":0.00551331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1050099682665619,"score_gpt":0.400019986061475,"score_spread":0.2950100177949131,"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."}}