{"id":"W2324293132","doi":"10.1155/2002/928354","title":"Doctors, Medical Societies and the Pharmaceutical Industry","year":2002,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Thoracic Society","funders":"","keywords":"Medicine; Pharmaceutical industry; Pharmacology","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":[],"consensus_categories":[],"category_scores_codex":[0.004270501,0.0002432122,0.0004140358,0.002265514,0.003843935,0.005072251,0.0003667818,0.004673637,0.04953988],"category_scores_gemma":[0.01893517,0.0002702768,0.0002454944,0.003438303,0.003362923,0.00245383,0.002280167,0.001923326,0.005483231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006909896,"about_ca_system_score_gemma":0.01985081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03592486,"about_ca_topic_score_gemma":0.0649,"domain_scores_codex":[0.9931899,0.002413688,0.0004031416,0.0002889711,0.002431673,0.00127264],"domain_scores_gemma":[0.9746518,0.006046777,0.004006413,0.0004716433,0.00407243,0.01075097],"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":[0.0003524629,0.000222932,0.05439125,0.000643274,0.00007360434,0.000776944,0.00308849,0.000212775,0.0003690806,0.193051,0.5827156,0.1641025],"study_design_scores_gemma":[0.0001168517,0.000139198,0.04321523,0.0006401778,0.00004149516,0.0008432961,0.006266208,0.0001331198,0.0002222881,0.02976194,0.9185717,0.00004858726],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01837646,0.03366065,0.0004414861,0.7238975,0.0061561,0.00004690103,0.0003127642,0.00004556846,0.2170626],"genre_scores_gemma":[0.5952286,0.06964062,0.001489099,0.1264371,0.01758668,0.00007234917,0.0004927045,0.00003933638,0.1890135],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04953988,"threshold_uncertainty_score":0.1657274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4175243095849457,"score_gpt":0.509106811621053,"score_spread":0.0915825020361073,"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."}}