{"id":"W2511851520","doi":"10.7748/ns.15.45.23.s39","title":"Forced to comply","year":2001,"lang":"en","type":"article","venue":"Nursing Standard","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Norfolk General Hospital","funders":"","keywords":"Business; Nursing; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006003642,0.0002075261,0.0002778714,0.0001059205,0.0005145473,0.00003273253,0.0002523732,0.000407559,0.003618867],"category_scores_gemma":[0.0001026794,0.0002091416,0.00007936789,0.0003799045,0.0001857518,0.00009753078,0.00003062454,0.001243674,0.0005129748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003292559,"about_ca_system_score_gemma":0.0001199165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008810443,"about_ca_topic_score_gemma":0.000007889636,"domain_scores_codex":[0.9980547,0.0002807371,0.0003083954,0.0003395719,0.0002403508,0.0007762676],"domain_scores_gemma":[0.9985167,0.0001799105,0.00005180698,0.0002072473,0.0001497049,0.000894671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006107419,0.0004863318,0.01654785,0.00006370676,0.0001285391,0.0003124926,0.005113109,0.0008617369,0.01825874,0.02493221,0.3779986,0.5491893],"study_design_scores_gemma":[0.001403071,0.000345216,0.001418089,0.00009591455,0.00006695394,0.00008938236,0.0005151509,0.0006030853,0.01286918,0.00184719,0.9804516,0.0002951501],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7585575,0.0006300516,0.005220802,0.06430632,0.004686179,0.001036168,0.0003681355,0.00057741,0.1646174],"genre_scores_gemma":[0.9808869,0.00005931115,0.0006008646,0.01473157,0.0006311457,0.00002706103,0.00002409239,0.00002958049,0.00300949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6024531,"threshold_uncertainty_score":0.997292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.537228067055101,"score_gpt":0.6221850153432635,"score_spread":0.08495694828816258,"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."}}