{"id":"W1534650573","doi":"10.36834/cmej.36608","title":"Parent assessment of medical student skills in ambulatory pediatrics","year":2013,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Innovations in Medical Education","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Active listening; Curriculum; General partnership; Medical education; Demographics; Family medicine; Medical history; Medicine; Communication skills; Psychology; Pedagogy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.003542684,0.0001863167,0.0002450326,0.0005482532,0.0002719235,0.000533962,0.0002732388,0.0002946218,0.002812443],"category_scores_gemma":[0.01302428,0.0001552865,0.000253196,0.0003353083,0.000289437,0.0002641555,0.0003963511,0.0005987692,0.0003246271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004645012,"about_ca_system_score_gemma":0.0008456942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00405899,"about_ca_topic_score_gemma":0.005393183,"domain_scores_codex":[0.9984311,0.0006746305,0.0001365006,0.00006527108,0.0005746774,0.0001178024],"domain_scores_gemma":[0.9898693,0.00293542,0.003281884,0.0002258573,0.002110174,0.001577271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006991348,0.0001032968,0.9829574,0.00004042321,0.00001673948,0.0001013362,0.001140589,0.00004454838,0.000224009,0.00001139076,0.0004832659,0.01480707],"study_design_scores_gemma":[0.000007451164,0.0004761683,0.9971669,0.00003033895,0.00001393201,0.0005213497,0.000748393,0.000155947,0.0002382839,0.000009495138,0.0006278528,0.00000391552],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972557,0.0003276258,0.0003278553,0.000230953,0.0000183358,0.00003400821,0.000122485,0.00001989716,0.001663159],"genre_scores_gemma":[0.9986826,0.0002443054,0.000548701,0.00004303816,0.0000105872,0.00001933226,0.0001168572,0.000002254804,0.0003324243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00405899,"threshold_uncertainty_score":0.01873571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009912353850505517,"score_gpt":0.3900590450528773,"score_spread":0.3801466912023717,"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."}}