{"id":"W2613896660","doi":"10.1111/tct.12650","title":"A web‐based peer feedback tool for physical examination","year":2017,"lang":"en","type":"article","venue":"The Clinical Teacher","topic":"Innovations in Medical Education","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medical education; Objective structured clinical examination; Context (archaeology); Physical examination; Process (computing); Psychology; Medicine; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003979469,0.0001038145,0.0002428377,0.00002824016,0.0003266768,0.00005274606,0.0003005234,0.0001497516,0.0002032037],"category_scores_gemma":[0.02138871,0.00006512857,0.0001748087,0.00006451899,0.0004320392,0.00007811618,0.00004404015,0.0004975379,0.0001803159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005437423,"about_ca_system_score_gemma":0.0001802501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002878375,"about_ca_topic_score_gemma":9.049147e-7,"domain_scores_codex":[0.9986963,0.0001153957,0.0003828701,0.0002358741,0.0003852421,0.0001842637],"domain_scores_gemma":[0.9979239,0.0003999028,0.0002211898,0.0009861704,0.0004213631,0.00004744218],"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":[0.0003554016,0.002134076,0.03327826,0.00007056892,0.00009440109,0.000001790352,0.0004314577,0.000001578731,0.0002447882,0.00331643,0.2703322,0.689739],"study_design_scores_gemma":[0.005018382,0.0005602179,0.7272538,0.00008970316,0.0002531636,0.000003308879,0.0001380945,0.04422864,0.0001523735,0.002263706,0.2198638,0.0001747645],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9195076,0.000005052815,0.001474723,0.07069159,0.0007573796,0.0006837117,0.000002520131,0.00006359937,0.006813887],"genre_scores_gemma":[0.9685378,0.000001554874,0.002892585,0.002853979,0.002987106,0.0001423919,0.00004237991,0.00002377038,0.02251845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6939756,"threshold_uncertainty_score":0.9868546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1389316640610596,"score_gpt":0.4844838116367279,"score_spread":0.3455521475756683,"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."}}