{"id":"W1969454301","doi":"10.12927/hcq.2013.21995","title":"2010 Longwoods Scholar Dr. Davy C.H. Cheng","year":2010,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"TD Bank Group","funders":"","keywords":"Management; Best practice; Health care; Political science; Library science; Conjunction (astronomy); Launched; Medical education; Medicine; Engineering; Law; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.001640218,0.0005327638,0.0006022712,0.00170329,0.006906552,0.005960094,0.001209624,0.00291593,0.15691],"category_scores_gemma":[0.005939464,0.0004227972,0.0003105578,0.001608192,0.001724847,0.001595465,0.003265456,0.004731948,0.05481653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00852664,"about_ca_system_score_gemma":0.02387007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1479001,"about_ca_topic_score_gemma":0.3789725,"domain_scores_codex":[0.9986976,0.0000796269,0.00003630382,0.0001867409,0.0006664841,0.0003332469],"domain_scores_gemma":[0.9903742,0.0003997685,0.000264741,0.0001950368,0.003466442,0.005299933],"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":[0.00001189138,0.000009676197,0.0003317446,0.00002485412,9.88759e-7,0.0000349315,0.00009977599,0.000009430115,0.0000361706,0.001535008,0.9803419,0.0175636],"study_design_scores_gemma":[0.000003642333,0.000009755582,0.0008525362,0.00005205729,0.000001103978,0.00004140328,0.0004125791,0.00001882323,0.00004589122,0.0001864106,0.9983727,0.000003091143],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.004063794,0.03581408,0.0005510116,0.4899825,0.08998065,0.0001587579,0.001044157,0.0004160664,0.377989],"genre_scores_gemma":[0.005625289,0.005182385,0.0001439215,0.008210644,0.00283557,0.00001418656,0.0001805304,0.00005008356,0.9777573],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.15691,"threshold_uncertainty_score":0.5249161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09455501223344444,"score_gpt":0.471238471132862,"score_spread":0.3766834588994176,"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."}}