{"id":"W3161403478","doi":"10.1177/10556656211017409","title":"Optimizing Outcomes After Cleft Palate Repair: Design and Implementation of a Perioperative Clinical Care Pathway","year":2021,"lang":"en","type":"article","venue":"The Cleft Palate-Craniofacial Journal","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Perioperative; Clinical pathway; Medical record; Anesthesia; Retrospective cohort study; Cohort; Complication; Surgery; Dentistry; 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":[0.01247378,0.0002752392,0.000252346,0.00108162,0.0008321901,0.002384053,0.000838031,0.0005334156,0.0006078442],"category_scores_gemma":[0.03006399,0.000226391,0.0003929832,0.0006407495,0.0005684323,0.001359066,0.002431238,0.0004528241,0.0001233216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0023258,"about_ca_system_score_gemma":0.02208408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00193116,"about_ca_topic_score_gemma":0.003666096,"domain_scores_codex":[0.9891173,0.006387259,0.00146699,0.000670233,0.001663106,0.0006951424],"domain_scores_gemma":[0.983694,0.00404916,0.005817787,0.00070493,0.003309719,0.002424428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001092812,0.003704319,0.4455796,0.002202816,0.0002660294,0.001365895,0.005728359,0.005924415,0.006006642,0.001625975,0.00239782,0.5241054],"study_design_scores_gemma":[0.0017778,0.03491838,0.8096184,0.004016246,0.000731666,0.006448176,0.04794645,0.03369718,0.01894369,0.004568601,0.03702221,0.000311252],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9714265,0.001394946,0.01629738,0.002452345,0.00009964034,0.005215466,0.0001547525,0.0001215329,0.002837454],"genre_scores_gemma":[0.9131724,0.001131371,0.08305383,0.0003344191,0.00004002681,0.001709451,0.0002746278,0.00001010595,0.0002738131],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01247378,"threshold_uncertainty_score":0.06596845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.105538786230073,"score_gpt":0.4453009024015577,"score_spread":0.3397621161714847,"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."}}