{"id":"W3025389954","doi":"10.1177/1055665620913178","title":"Assessing Performance in Simulated Cleft Palate Repair Using a Novel Video Recording Setup","year":2020,"lang":"en","type":"article","venue":"The Cleft Palate-Craniofacial Journal","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Intraclass correlation; Fidelity; Reliability (semiconductor); Rating scale; Competence (human resources); Inter-rater reliability; Medicine; Medical physics; Computer science; Simulation; Physical therapy; Psychology; Psychometrics; Developmental psychology","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":[0.002580495,0.0007134567,0.0002722262,0.0003627561,0.0002304109,0.0003689878,0.000773791,0.0004610605,0.002312806],"category_scores_gemma":[0.007095219,0.000287569,0.0003275534,0.0001347061,0.000370996,0.0004341919,0.0009639803,0.0003466516,0.0003756471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003865619,"about_ca_system_score_gemma":0.0009349078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001642418,"about_ca_topic_score_gemma":0.002640075,"domain_scores_codex":[0.99853,0.0006191994,0.0001449364,0.0002111011,0.0003400709,0.0001545898],"domain_scores_gemma":[0.9962587,0.00156215,0.0008109186,0.0002730677,0.0005708287,0.0005244029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005925159,0.0135741,0.4152762,0.001473325,0.0002286074,0.001570253,0.00823312,0.01194119,0.3921466,0.0001843509,0.0007374908,0.1487096],"study_design_scores_gemma":[0.000504929,0.08495088,0.7847432,0.0001861334,0.0001745757,0.002334423,0.005360767,0.02355892,0.09560427,0.0001119804,0.002285168,0.0001846229],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964192,0.00001783066,0.002934508,0.00001225232,0.000004444723,0.0002188582,0.00004857094,0.00002411373,0.0003202647],"genre_scores_gemma":[0.9848592,0.00006188858,0.0138842,0.00001687508,0.000007876516,0.0003855233,0.0001480085,0.000007666707,0.0006287872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002580495,"threshold_uncertainty_score":0.01364714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08597740487638428,"score_gpt":0.3324947985665725,"score_spread":0.2465173936901883,"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."}}