{"id":"W1972650301","doi":"10.1136/bmj.d132","title":"Say no to seeing sales reps","year":2011,"lang":"en","type":"letter","venue":"BMJ","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Code (set theory); Code of practice; Business; Advertising; Political science; Engineering; Computer science; Engineering management","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":[0.002897507,0.0004312381,0.00068052,0.0004982181,0.005537725,0.003263735,0.001373074,0.03722823,0.05208804],"category_scores_gemma":[0.02469651,0.0005698804,0.0008394087,0.0005254559,0.002298826,0.00385749,0.001845595,0.02955641,0.03275831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004438493,"about_ca_system_score_gemma":0.006806635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01763833,"about_ca_topic_score_gemma":0.02708122,"domain_scores_codex":[0.9970976,0.0005932524,0.0001963078,0.0003659844,0.00106064,0.0006862184],"domain_scores_gemma":[0.9927946,0.001829782,0.0004684383,0.000321379,0.001943205,0.002642652],"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":[0.00001401189,0.00001397123,0.0002694098,0.00001178275,0.000001786136,0.000420028,0.00006540138,0.000005593412,0.00005042412,0.001093796,0.9954411,0.002612728],"study_design_scores_gemma":[0.00003652403,0.00003447709,0.0008077364,0.0001412783,0.000005236091,0.001066223,0.000638251,0.0000626207,0.00008607669,0.002593636,0.9945064,0.00002158431],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004029858,0.0004716703,0.00004008987,0.9739217,0.008284228,0.000009502358,0.00005068555,0.00004498159,0.01677424],"genre_scores_gemma":[0.003788125,0.0003138774,0.0000678103,0.952824,0.00460781,0.00001385324,0.00003570902,0.00002548409,0.03832346],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05208804,"threshold_uncertainty_score":0.1742519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5706264615361075,"score_gpt":0.5743500802736057,"score_spread":0.003723618737498158,"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."}}