{"id":"W1983343656","doi":"10.1111/1467-9566.12205","title":"Horowitz, R.In the Public Interest: Medical Licensing and the Disciplinary Process. New Brunswick: Rutgers University Press. 2013. 268pp $29.95 ISBN: 978–0‐813505426–6 (pbk) £60.95 ISBN: 978–0‐8135–5427–3 (hbk)","year":2014,"lang":"en","type":"article","venue":"Sociology of Health & Illness","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transparency (behavior); Public interest; Legitimacy; Deliberation; Context (archaeology); Democracy; Political science; Public relations; Discipline; Sociology; Law; Public administration; Politics; History","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002228316,0.0009032923,0.0007707539,0.002221122,0.001663106,0.005760558,0.001801507,0.00458061,0.01926233],"category_scores_gemma":[0.004825152,0.001163543,0.0005097949,0.004254383,0.005716744,0.01186118,0.001811105,0.007032507,0.0128161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004477561,"about_ca_system_score_gemma":0.006477667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01299589,"about_ca_topic_score_gemma":0.02615971,"domain_scores_codex":[0.9984708,0.0004132328,0.00012379,0.0001001244,0.0007557095,0.0001362502],"domain_scores_gemma":[0.9967278,0.002387967,0.0002424254,0.00009330577,0.0003415196,0.000207001],"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":[0.00002294122,0.00001966294,0.0002013614,0.0006609253,0.000009267837,0.0001119287,0.002319586,0.000152902,0.0001273204,0.06304113,0.8381795,0.09515348],"study_design_scores_gemma":[0.00001014924,0.000009874751,0.0007523277,0.001399875,0.000007084172,0.0001878437,0.001752988,0.00006384798,0.00007610083,0.02959342,0.9661311,0.00001539294],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003766712,0.8380976,0.001474561,0.07065488,0.005067437,0.00003056795,0.0001133297,0.0001045413,0.08408043],"genre_scores_gemma":[0.01867857,0.7741184,0.003158505,0.02068155,0.003775069,0.00009997153,0.0001641234,0.0002060678,0.1791178],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9983369,"threshold_uncertainty_score":0.06443894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2514417603015855,"score_gpt":0.4764862127831533,"score_spread":0.2250444524815677,"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."}}