{"id":"W1986935666","doi":"10.1186/cc13640","title":"Predictors of ventilatory outcome in cervical spinal injuries","year":2014,"lang":"en","type":"article","venue":"Critical Care","topic":"Spinal Cord Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Spinal cord; Mechanical ventilation; Cohort; Cohort study; Emergency medicine; Physical therapy; Anesthesia; Internal 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":[],"consensus_categories":[],"category_scores_codex":[0.0007319814,0.0003023513,0.00028656,0.0009795845,0.0005865062,0.0006312952,0.0008497848,0.0008077264,0.003093706],"category_scores_gemma":[0.007111429,0.000149411,0.0003516311,0.001229179,0.0003788571,0.0005253184,0.0006453136,0.001188243,0.000271632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006662523,"about_ca_system_score_gemma":0.001086582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01451302,"about_ca_topic_score_gemma":0.01561882,"domain_scores_codex":[0.999554,0.00009098827,0.00007300502,0.00006718434,0.000110385,0.0001044125],"domain_scores_gemma":[0.9969507,0.000879256,0.001105233,0.00009252365,0.0004371732,0.0005350262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004210845,0.00002416784,0.9989477,0.000009084298,0.00001487428,0.00003340204,0.0000164524,0.00004340962,0.00002048801,0.000009664118,0.00009338355,0.0007452546],"study_design_scores_gemma":[0.000003580942,0.00008311593,0.999064,0.00002287232,0.00002103806,0.0001600364,0.0001481409,0.0003094927,0.00002528147,0.00005414712,0.000103937,0.000004321204],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955884,0.002296813,0.00008300581,0.0004025326,0.00002499282,0.00001936223,0.0004737614,0.000006403352,0.001104679],"genre_scores_gemma":[0.9987675,0.0004949645,0.00007964233,0.00003959391,0.00003699985,0.00001218102,0.0004515291,0.000002499874,0.000115149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01451302,"threshold_uncertainty_score":0.02885705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05282292420303276,"score_gpt":0.4222255416320141,"score_spread":0.3694026174289813,"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."}}