{"id":"W7074162369","doi":"","title":"Community engagement in US and Canadian medical schools","year":2011,"lang":"en","type":"other","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scholarship; Promotion (chess); Public engagement; Accreditation; Community engagement; Service (business); Health promotion","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","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002560315,0.0003800179,0.001089584,0.001623294,0.0001637749,0.000290493,0.001875199,0.0005413437,0.08079227],"category_scores_gemma":[0.003198624,0.0003373481,0.0001004171,0.0004521736,0.0001864388,0.000269169,0.001097579,0.002907248,0.00005124712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001739244,"about_ca_system_score_gemma":0.001102298,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7333724,"about_ca_topic_score_gemma":0.3334616,"domain_scores_codex":[0.9970515,0.0006935175,0.0006452827,0.000311449,0.0008264714,0.0004718042],"domain_scores_gemma":[0.9968156,0.0003531934,0.0004462501,0.0006835713,0.0001046897,0.001596649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00006510152,0.0001758216,0.4133349,0.0001638779,0.000187006,0.0004681225,0.00007953835,4.281757e-7,0.00002592189,0.00003786956,0.5728074,0.01265397],"study_design_scores_gemma":[0.001136273,0.00002368457,0.7105216,0.006265817,0.0001421512,0.00005760024,0.00007228708,0.000007046514,0.0001100875,0.0003946774,0.2808969,0.0003719014],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07615572,0.05130571,0.00003296601,0.000537601,0.0006430888,0.001234713,0.0003088241,0.00007837111,0.869703],"genre_scores_gemma":[0.8378227,0.09055502,0.001027874,0.005935292,0.001025266,0.0001266469,0.0003119403,0.000902189,0.06229312],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8074099,"threshold_uncertainty_score":0.9999079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3164052387280369,"score_gpt":0.5291034125020051,"score_spread":0.2126981737739682,"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."}}