{"id":"W1987748555","doi":"10.1016/j.amjsurg.2007.08.053","title":"Structured assessment format for evaluating operative reports in general surgery","year":2007,"lang":"en","type":"article","venue":"The American Journal of Surgery","topic":"Digital Imaging in Medicine","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University; University of Manitoba","funders":"Royal College of Physicians and Surgeons of Canada; Association for Surgical Education","keywords":"Inter-rater reliability; Cronbach's alpha; Construct validity; Reliability (semiconductor); Confidence interval; Medicine; Rating scale; Physical therapy; Intraclass correlation; Medical physics; Psychology; Psychometrics; Statistics; Clinical psychology; Mathematics; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01039397,0.0008029641,0.0006515821,0.003604663,0.0007893054,0.001882394,0.0008704707,0.0008850502,0.009973918],"category_scores_gemma":[0.08276961,0.0003283907,0.0009983254,0.002191475,0.0003957176,0.002658329,0.002070785,0.001047077,0.003612682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001127447,"about_ca_system_score_gemma":0.002715356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001036181,"about_ca_topic_score_gemma":0.002467769,"domain_scores_codex":[0.9867417,0.006576577,0.003795954,0.0003981649,0.002034351,0.0004531083],"domain_scores_gemma":[0.9160415,0.04634003,0.00905231,0.004840424,0.02124758,0.002478146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.004053308,0.001893081,0.1498045,0.002167619,0.0001254829,0.001007011,0.002910208,0.002070706,0.006064723,0.00476177,0.07311846,0.7520232],"study_design_scores_gemma":[0.002318269,0.01692739,0.5526475,0.009356615,0.0008178656,0.01583189,0.01935046,0.05080558,0.05526121,0.03108624,0.2447596,0.0008373254],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6049891,0.003589894,0.2442523,0.005829567,0.003339415,0.03567331,0.0339025,0.01020761,0.05821634],"genre_scores_gemma":[0.4423071,0.001826285,0.5137447,0.001523978,0.0003749392,0.0184812,0.01186632,0.0005230135,0.009352238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01039397,"threshold_uncertainty_score":0.05496919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06606991415350595,"score_gpt":0.4240598312201343,"score_spread":0.3579899170666284,"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."}}