{"id":"W2469904543","doi":"10.1177/070674370204700601","title":"The Role of Pharmaceutical Companies in Research and Development—Plaudits and Cautions","year":2002,"lang":"en","type":"editorial","venue":"The Canadian Journal of Psychiatry","topic":"Biotechnology and Related Fields","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Psychology; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02943148,0.004371994,0.005944244,0.005015836,0.007341245,0.01853129,0.008691387,0.05330725,0.005553463],"category_scores_gemma":[0.1033433,0.002410011,0.003523114,0.003061243,0.01086976,0.01069026,0.002699045,0.06230847,0.005572324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008223791,"about_ca_system_score_gemma":0.008890376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008253043,"about_ca_topic_score_gemma":0.02292578,"domain_scores_codex":[0.9766796,0.005784763,0.003585366,0.00202995,0.01066831,0.001252086],"domain_scores_gemma":[0.8537609,0.08899379,0.005128286,0.003399191,0.03925285,0.009464954],"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":[0.00002566652,0.000008071447,0.0000234943,0.0001857649,0.00003275102,0.0001134877,0.00004986624,0.00001781483,0.00002346087,0.001128314,0.9955172,0.002874127],"study_design_scores_gemma":[0.00006649235,0.00001877686,0.0002138971,0.0007750104,0.00009513096,0.0002556018,0.0002033663,0.0001908732,0.00007099612,0.003244093,0.9948263,0.00003939278],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00003968028,0.01156469,0.0001296101,0.1378565,0.8490425,0.00001130509,0.00002239937,0.00003481284,0.00129842],"genre_scores_gemma":[0.0008212188,0.006439304,0.0002457546,0.09012722,0.8971375,0.00002618928,0.00001020574,0.00003168634,0.005161],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.05330725,"threshold_uncertainty_score":0.1556504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04278391826953062,"score_gpt":0.3442785703637303,"score_spread":0.3014946520941997,"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."}}