{"id":"W3000407671","doi":"10.1016/j.jid.2020.01.007","title":"Uniting Discovery and Care: The Role of Pharmaceutical Companies in Research, Clinical Studies, and Patient Care","year":2020,"lang":"en","type":"article","venue":"Journal of Investigative Dermatology","topic":"Psoriasis: Treatment and Pathogenesis","field":"Immunology and Microbiology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Eli Lilly and Company","keywords":"Pharmaceutical care; Business; Medicine; Patient care; Family medicine; Nursing; Pharmacy","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":[],"consensus_categories":[],"category_scores_codex":[0.09292207,0.001530685,0.002275925,0.004705678,0.01503215,0.0472405,0.004107629,0.02537791,0.01341166],"category_scores_gemma":[0.08592998,0.001733238,0.001273801,0.005829055,0.06402463,0.05306428,0.02901628,0.03581473,0.005634039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02033477,"about_ca_system_score_gemma":0.0451309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006712941,"about_ca_topic_score_gemma":0.004297347,"domain_scores_codex":[0.9083422,0.05805321,0.003159693,0.008001961,0.01622857,0.006214425],"domain_scores_gemma":[0.8581696,0.0822365,0.008953933,0.01369137,0.01151011,0.02543859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001269049,0.0001301411,0.00173933,0.0006997293,0.000106381,0.0002554751,0.008358023,0.0003656559,0.0003821755,0.7801933,0.08102456,0.1266183],"study_design_scores_gemma":[0.0001202238,0.0001861637,0.0009824493,0.002001381,0.00005504405,0.000315125,0.0047871,0.0006097945,0.0003217301,0.54391,0.446595,0.0001161098],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002691315,0.06296313,0.0288523,0.8511631,0.005612789,0.0001522418,0.00006463985,0.0003088297,0.04819162],"genre_scores_gemma":[0.3500286,0.1157621,0.05164984,0.4208709,0.03307647,0.001215711,0.0001988037,0.0006406201,0.0265569],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09292207,"threshold_uncertainty_score":0.4914247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1935414888341766,"score_gpt":0.4006991085050786,"score_spread":0.207157619670902,"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."}}