{"id":"W2034705811","doi":"10.1016/j.socscimed.2014.05.052","title":"Uneasy subjects: Medical students' conflicts over the pharmaceutical industry","year":2014,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Pharmaceutical industry; Negotiation; Public relations; Medical education; Norm (philosophy); Sociology; Psychology; Medicine; Political science; Social science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01353396,0.0005811667,0.0006729275,0.002887744,0.02305996,0.02091141,0.001618056,0.007139794,0.009120728],"category_scores_gemma":[0.04447835,0.0005348664,0.0005319116,0.001891249,0.0229048,0.007385047,0.01341407,0.01528637,0.00109895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005696574,"about_ca_system_score_gemma":0.01218641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005286028,"about_ca_topic_score_gemma":0.006550678,"domain_scores_codex":[0.9840721,0.00880454,0.0004747444,0.0005510048,0.002947354,0.003150197],"domain_scores_gemma":[0.9403672,0.0171077,0.009644614,0.001472663,0.004312269,0.0270956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001743545,0.001098914,0.0687758,0.0001438618,0.00004601057,0.004100943,0.7815319,0.0001444868,0.0009285111,0.06188534,0.04965814,0.0315117],"study_design_scores_gemma":[0.00006135042,0.0001588175,0.01524502,0.0001839943,0.0000154895,0.0020136,0.8575339,0.0001781346,0.0002846637,0.01246414,0.1118105,0.00005055788],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7154085,0.002920982,0.0005895734,0.2108711,0.003115104,0.00009099505,0.00005398291,0.00003851029,0.0669113],"genre_scores_gemma":[0.9682819,0.0008041762,0.0001303199,0.01956449,0.0008218379,0.00002690242,0.00001621699,0.00002464522,0.01032941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.97694,"threshold_uncertainty_score":0.07157528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3112080536258734,"score_gpt":0.5912903948113329,"score_spread":0.2800823411854595,"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."}}