{"id":"W2110426373","doi":"10.1186/1747-5341-6-15","title":"Accountability and pediatric physician-researchers: are theoretical models compatible with Canadian lived experience?","year":2011,"lang":"en","type":"editorial","venue":"Philosophy Ethics and Humanities in Medicine","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Medical Association; Institute for Clinical Evaluative Sciences; Canadian Bioethics Society; SickKids Foundation; Children's & Women's Health Centre of British Columbia; Hospital for Sick Children","funders":"","keywords":"Accountability; Political science; Psychology; Medical education; Medicine; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02491974,0.0006394589,0.0008520916,0.003050413,0.01488369,0.01777609,0.004787993,0.01162298,0.001794867],"category_scores_gemma":[0.06289515,0.000488609,0.000498914,0.003753477,0.05536692,0.01014103,0.003112729,0.01463402,0.0003882032],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06609849,"about_ca_system_score_gemma":0.08171877,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5995576,"about_ca_topic_score_gemma":0.7207367,"domain_scores_codex":[0.9729801,0.01050291,0.001273833,0.001456728,0.01149592,0.002290515],"domain_scores_gemma":[0.8833901,0.08355179,0.004545962,0.002011681,0.02039306,0.006107409],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007318706,0.00004178576,0.00221081,0.00142793,0.00002551291,0.001444376,0.2039984,0.0004846902,0.000196699,0.3387812,0.4076626,0.04365287],"study_design_scores_gemma":[0.00002448938,0.00002054012,0.003108768,0.001978109,0.00002414931,0.0006280325,0.05896642,0.0007784446,0.0001006803,0.04375473,0.8905222,0.00009338377],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.006404684,0.05551207,0.002637589,0.8275531,0.05901176,0.00003760297,0.00006291699,0.00009048484,0.04868975],"genre_scores_gemma":[0.514757,0.1234324,0.006790772,0.2436655,0.06941174,0.0002310331,0.0001315925,0.0001875707,0.04139254],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.9750803,"threshold_uncertainty_score":0.8056014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6735537568862673,"score_gpt":0.5318197583700779,"score_spread":0.1417339985161894,"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."}}