{"id":"W2900113154","doi":"10.7202/1058272ar","title":"Democracy, Effective Referral, and the Instrumentalization of Patients","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Bioethics","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Consumerism; Referral; Power (physics); Democracy; Position (finance); Health care; Medicine; Sociology; Nursing; Political science; Law; Business; Politics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0500694,0.0002892436,0.0006344743,0.001167826,0.0118845,0.01246987,0.001656587,0.01380266,0.00514304],"category_scores_gemma":[0.0646821,0.0004207673,0.0005178765,0.001207028,0.1003382,0.0082724,0.01309331,0.01383958,0.0008487861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01483057,"about_ca_system_score_gemma":0.02781389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01745873,"about_ca_topic_score_gemma":0.01840878,"domain_scores_codex":[0.9406769,0.04126049,0.001405673,0.003199667,0.006774601,0.006682836],"domain_scores_gemma":[0.9443324,0.03128765,0.006663847,0.005007836,0.004345881,0.008362435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001455867,0.00002437052,0.0007449119,0.00002240826,0.000005664767,0.00006703219,0.005464313,0.0001447384,0.00005678974,0.9808385,0.007236616,0.00538013],"study_design_scores_gemma":[0.00005402602,0.00003574793,0.001071916,0.0001455565,0.000007438748,0.0001324772,0.003336776,0.0003748258,0.0001926498,0.9067785,0.08783056,0.00003948149],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0255087,0.002460542,0.01271596,0.7505218,0.0006879339,0.00005819705,0.00002722378,0.00006780547,0.2079518],"genre_scores_gemma":[0.9231219,0.0008246429,0.001869788,0.06095394,0.0006237151,0.00009246459,0.00001257893,0.00004307382,0.01245798],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0500694,"threshold_uncertainty_score":0.2647955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01821129989658233,"score_gpt":0.2440220190374831,"score_spread":0.2258107191409008,"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."}}