{"id":"W2337125548","doi":"10.1080/14739879.2016.1169443","title":"Filling the gaps between theory and daily clinical procedural skills training in family medicine","year":2016,"lang":"en","type":"article","venue":"Education for Primary Care","topic":"Innovations in Medical Education","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Psychomotor learning; Training (meteorology); Clinical Practice; Medical education; Psychology; Medicine; Nursing; Cognition; Psychiatry","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":[],"consensus_categories":[],"category_scores_codex":[0.001998086,0.0001352882,0.0002930884,0.0001779301,0.0001319461,0.00001092111,0.0001295747,0.0001332856,0.00004073766],"category_scores_gemma":[0.004078265,0.00007525375,0.00004985666,0.0003171686,0.0003407752,0.0001220715,0.00002031706,0.000244889,0.000006684849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002614561,"about_ca_system_score_gemma":0.001547352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005802846,"about_ca_topic_score_gemma":0.0000020915,"domain_scores_codex":[0.9985521,0.0001245642,0.0005533723,0.0003074887,0.0002409962,0.0002214948],"domain_scores_gemma":[0.9979668,0.00110912,0.000157328,0.0002921183,0.0003945678,0.0000800573],"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":[0.00007080846,0.00006838422,0.07187185,0.0002405078,0.00002437133,2.415968e-7,0.0111636,8.077374e-8,0.0002524855,0.003933271,0.01812885,0.8942456],"study_design_scores_gemma":[0.002331282,0.0003180497,0.8450117,0.001475247,0.0001378512,0.00001653912,0.04576044,0.00000196461,0.0001031227,0.006667231,0.09799013,0.0001865127],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9545787,0.001306304,0.001021248,0.03541934,0.001508463,0.001073482,0.00001209383,0.00004365931,0.005036714],"genre_scores_gemma":[0.9826729,0.0001310199,0.002520432,0.01007204,0.002512195,0.0002571206,0.0003482031,0.00002988838,0.001456174],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.894059,"threshold_uncertainty_score":0.4882358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03679980322921305,"score_gpt":0.3852921744306527,"score_spread":0.3484923712014397,"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."}}