{"id":"W1998690894","doi":"10.1097/01.ccm.0000256848.47911.77","title":"Practice guidelines as multipurpose tools: A qualitative study of noninvasive ventilation*","year":2007,"lang":"en","type":"article","venue":"Critical Care Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Guideline; Medicine; Qualitative research; Psychological intervention; Nursing; MEDLINE; Intensive care medicine; Family medicine; Pathology","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":[0.02505618,0.0007590211,0.0008935227,0.001699316,0.01060446,0.00439668,0.002223494,0.002373353,0.002955872],"category_scores_gemma":[0.03568095,0.001019355,0.000499646,0.001834838,0.01341264,0.00545584,0.005988576,0.003525029,0.000335267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00954234,"about_ca_system_score_gemma":0.01148382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01855802,"about_ca_topic_score_gemma":0.03168982,"domain_scores_codex":[0.9760576,0.01898882,0.0005458875,0.0008949937,0.001341871,0.002170684],"domain_scores_gemma":[0.945052,0.04526778,0.002659397,0.0007238439,0.003065538,0.003231336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001933883,0.00003189797,0.001003042,0.0001050408,0.000001938929,0.0003804286,0.9957157,0.00001666585,0.0002766573,0.000543348,0.0002286729,0.001677292],"study_design_scores_gemma":[0.000006705339,0.00003210972,0.0005244358,0.0001520919,0.000002235334,0.0001019377,0.9953017,0.00005235256,0.0001350077,0.0002003799,0.003483542,0.00000746279],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9827413,0.0007779614,0.004860104,0.004512121,0.0001187288,0.0006793439,0.0002283578,0.00002186806,0.006060223],"genre_scores_gemma":[0.9906244,0.0008261856,0.002874139,0.00170981,0.00002535082,0.0008772348,0.00008660425,0.00003473381,0.0029416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02505618,"threshold_uncertainty_score":0.1325113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1606959625269921,"score_gpt":0.5189612793533472,"score_spread":0.3582653168263552,"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."}}