{"id":"W1975009067","doi":"10.3109/10398561003739620","title":"Up Close and Personal: Medical Students Prefer Face-To-Face Teaching in Psychiatry","year":2010,"lang":"en","type":"article","venue":"Australasian Psychiatry","topic":"Innovations in Medical Education","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medical education; Psychology; Face-to-face; Face (sociological concept); Post hoc; Psychiatry; Clinical psychology; Medicine","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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00129815,0.000285702,0.0003423319,0.0004299875,0.0001534994,0.00006668805,0.0004286469,0.0004956186,0.0006052545],"category_scores_gemma":[0.0006225253,0.0002656464,0.0000697609,0.0005258436,0.0001633604,0.0001504402,0.0001137135,0.002617842,0.0001313276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006497041,"about_ca_system_score_gemma":0.0005201804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004435091,"about_ca_topic_score_gemma":0.0004423217,"domain_scores_codex":[0.996911,0.00006933808,0.0006163835,0.0006094154,0.001271499,0.0005223324],"domain_scores_gemma":[0.9988559,0.00002873532,0.0001030922,0.0004980392,0.00004827959,0.0004659162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008127795,0.0009019172,0.8966704,0.0001607951,0.00004433232,0.000006589719,0.00291557,2.563415e-7,0.0001335413,0.004726223,0.07881214,0.01554695],"study_design_scores_gemma":[0.002733431,0.0002386398,0.9755258,0.0004458225,0.00006541506,0.0002493534,0.005971756,0.00009746118,0.000009107821,0.000933126,0.01342186,0.0003082434],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8972974,0.00005712132,0.00007603512,0.09075576,0.009093815,0.0006189746,0.000005130669,0.00009180635,0.002003998],"genre_scores_gemma":[0.9735842,0.000007961417,0.0149839,0.007993337,0.00136977,0.00006059711,0.00004153953,0.00005324115,0.001905394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08276243,"threshold_uncertainty_score":0.9999796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01022073931872583,"score_gpt":0.3579483332493194,"score_spread":0.3477275939305935,"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."}}