{"id":"W2900010494","doi":"10.14196/mjiri.32.75","title":"Development and psychometrics of script concordance test (SCT) in midwifery","year":2018,"lang":"en","type":"article","venue":"Medical Journal of the Islamic Republic of Iran","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Iran University of Medical Sciences","keywords":"Concordance; Test (biology); Psychometrics; Psychology; Medicine; Obstetrics; Clinical psychology; Internal medicine; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002827414,0.0001115552,0.0006164814,0.00030388,0.00002680145,0.000008017466,0.0003443501,0.0001427019,0.0001099625],"category_scores_gemma":[0.1518357,0.00006489066,0.0001263777,0.0008031111,0.0007006335,0.00005240191,0.00009158938,0.0004711151,0.000001519577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005276926,"about_ca_system_score_gemma":0.0007299283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003192928,"about_ca_topic_score_gemma":0.00004106259,"domain_scores_codex":[0.9971104,0.00007951994,0.001350555,0.0001412882,0.001120606,0.0001975938],"domain_scores_gemma":[0.9922995,0.005838265,0.0008423934,0.0003342163,0.0004534517,0.0002321565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004548306,0.00182257,0.6547129,0.0001762659,0.0001664558,0.0001293022,0.001581065,6.603768e-7,0.001526425,0.0004678748,0.009662547,0.3292991],"study_design_scores_gemma":[0.00501423,0.001128883,0.9744644,0.007961775,0.00007396301,0.0007248919,0.0002869324,0.0001138238,0.004604245,0.0008329761,0.004686411,0.0001074945],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908664,0.0008161471,0.0001734944,0.005564963,0.0006935508,0.0001001929,0.000001526802,0.000003800349,0.001779931],"genre_scores_gemma":[0.995843,0.0003550746,0.002463563,0.0008895923,0.0002479533,7.972746e-7,5.438312e-7,0.000009704442,0.0001898033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3291916,"threshold_uncertainty_score":0.8553088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0331837527264752,"score_gpt":0.3296400457796719,"score_spread":0.2964562930531967,"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."}}