{"id":"W4392883532","doi":"10.1016/j.heliyon.2024.e28133","title":"Supporting self-regulated-learning in colonoscopy training—A comparison cohort trial","year":2024,"lang":"en","type":"article","venue":"Heliyon","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Colonoscopy; Cohort; Checklist; Medicine; Intraclass correlation; Cohort study; Psychology; Physical therapy; Colorectal cancer; Internal medicine; Clinical psychology; Cancer; Psychometrics","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":[0.006880518,0.001541101,0.002474081,0.0006068072,0.0008678545,0.001193714,0.00109948,0.003146073,0.004641363],"category_scores_gemma":[0.00976593,0.0005834361,0.00218056,0.0004644881,0.001286875,0.001452561,0.0008908903,0.00223079,0.0008579162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000965835,"about_ca_system_score_gemma":0.002383315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00128339,"about_ca_topic_score_gemma":0.001199019,"domain_scores_codex":[0.9953057,0.002655863,0.0004662712,0.0008340675,0.0003684343,0.0003696503],"domain_scores_gemma":[0.9954661,0.001262922,0.001119477,0.0005781594,0.0005686487,0.001004567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.9359257,0.03830868,0.007004733,0.0009913169,0.001642448,0.00009831256,0.0002089445,0.0001589993,0.0009988219,0.0002101168,0.0005190331,0.01393292],"study_design_scores_gemma":[0.5951227,0.3861098,0.01392541,0.0002039966,0.001876171,0.00007826082,0.0001628969,0.0004962077,0.0006265742,0.0001978346,0.001163649,0.00003654386],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9821812,0.002249792,0.000708156,0.0003084353,0.0007727302,0.01179029,0.0004300509,0.00005420462,0.001505181],"genre_scores_gemma":[0.9806852,0.0008768904,0.001642675,0.0004375548,0.0005608446,0.01431114,0.0003934884,0.000009228866,0.001083049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006880518,"threshold_uncertainty_score":0.0363881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06208957137972397,"score_gpt":0.4468756401746027,"score_spread":0.3847860687948787,"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."}}