{"id":"W2113519116","doi":"10.1111/medu.12045","title":"Longitudinal integrated clinical placements: where are we going?","year":2012,"lang":"en","type":"letter","venue":"Medical Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"BATES; Citation; Columbia university; Scholarship; Library science; History; Sociology; Media studies; Law; Political science; Computer science","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":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.002204838,0.0005815425,0.001028194,0.0005595185,0.00016825,0.00006171597,0.0005187829,0.003315098,0.01692085],"category_scores_gemma":[0.01000023,0.0004894341,0.0002950674,0.001010391,0.0005651559,0.0001978511,0.0001080465,0.008108167,0.001834783],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009663515,"about_ca_system_score_gemma":0.008309635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008257999,"about_ca_topic_score_gemma":0.00001745783,"domain_scores_codex":[0.9934844,0.0003909463,0.001820814,0.0008901976,0.002585495,0.0008280914],"domain_scores_gemma":[0.9962615,0.0002866317,0.0009017334,0.001122956,0.001101515,0.0003256506],"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":[0.00004245202,0.001319889,0.03590702,0.0009373585,0.0001613356,0.00004558165,0.0001174651,2.266566e-8,3.976906e-7,0.00002972874,0.8532458,0.108193],"study_design_scores_gemma":[0.0008971285,0.0001603096,0.007375729,0.004628648,0.0004767169,0.000268055,0.0003614776,0.0001225341,0.000002450886,0.0000656385,0.9852242,0.000417067],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002594967,0.002572446,0.0009127305,0.9711568,0.01795859,0.0009267012,0.00001357475,0.0002156362,0.003648584],"genre_scores_gemma":[0.0009685616,0.001535864,0.003084299,0.9162039,0.04243778,0.0003891216,0.005162881,0.0001457934,0.03007186],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1319784,"threshold_uncertainty_score":0.9997557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0445679402181355,"score_gpt":0.4140000148871744,"score_spread":0.3694320746690389,"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."}}