{"id":"W2038461673","doi":"10.1071/ah10925","title":"Intern culture, internal resistance: uptake of peer review in two Australian hospital internship programs","year":2011,"lang":"en","type":"article","venue":"Australian Health Review","topic":"Innovations in Medical Education","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Australian Government","keywords":"Internship; Resistance (ecology); Population health; Medicine; Health economics; Public health; Government (linguistics); Nursing; Family medicine; Medical education; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003344671,0.0003148905,0.001161544,0.0001604678,0.00003422425,0.00001086338,0.0004287946,0.0001040542,0.001316112],"category_scores_gemma":[0.001509385,0.00025557,0.0002251993,0.001115812,0.0001889214,0.0001580363,0.00005261677,0.0009662407,0.0001427382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003868155,"about_ca_system_score_gemma":0.0003668981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005992981,"about_ca_topic_score_gemma":0.000186975,"domain_scores_codex":[0.995594,0.0001946512,0.002290559,0.0004739322,0.0008593369,0.0005874986],"domain_scores_gemma":[0.9972849,0.00001172745,0.0008144752,0.0007304035,0.0008857878,0.0002726641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004442532,0.0008165044,0.02356628,0.1021504,0.00006381805,0.00004123573,0.001668581,4.75024e-9,0.000002385315,0.001350321,0.6494797,0.2208163],"study_design_scores_gemma":[0.0006951767,0.0005436515,0.02935133,0.2497205,0.0001289548,0.00006515843,0.0003285893,3.628933e-7,0.0000324246,0.0001471688,0.7187641,0.0002226008],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05907221,0.4269928,0.0001358568,0.4687721,0.004836902,0.01941261,0.00006966635,0.0003538849,0.02035396],"genre_scores_gemma":[0.4197479,0.3899633,0.0353478,0.04828249,0.000756852,0.001159177,0.001120502,0.0001646944,0.1034573],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.4204897,"threshold_uncertainty_score":0.9999896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1595984360160211,"score_gpt":0.4664110662767296,"score_spread":0.3068126302607085,"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."}}