{"id":"W4247594031","doi":"10.1111/j.1538-7836.2006.02051.x","title":"Talking about…","year":2006,"lang":"en","type":"article","venue":"Journal of Thrombosis and Haemostasis","topic":"Biotechnology and Related Fields","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Government (linguistics); Public relations; Pharmaceutical industry; Agency (philosophy); Political science; Convention; Food and drug administration; Business; Public administration; Medicine; Sociology; Management; Law; Economics; Social science","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":[0.003464442,0.0006758937,0.0004392021,0.0008512574,0.007352352,0.005988003,0.000767155,0.004699797,0.05079638],"category_scores_gemma":[0.01427134,0.0002682385,0.0005774854,0.0004981124,0.005039414,0.005342141,0.003825071,0.01143385,0.02310056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00184189,"about_ca_system_score_gemma":0.002124566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002101578,"about_ca_topic_score_gemma":0.003311631,"domain_scores_codex":[0.9960898,0.002009756,0.0001484922,0.0003344132,0.0008640689,0.0005533791],"domain_scores_gemma":[0.9952047,0.001461753,0.0004221472,0.0002615973,0.0009720481,0.001677876],"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":[0.00007637308,0.00008060852,0.00156624,0.000145469,0.00002785012,0.00048598,0.03385617,0.00002926673,0.0005334243,0.03904811,0.8761531,0.04799754],"study_design_scores_gemma":[0.000008147627,0.00002573656,0.0006211167,0.0001554885,0.00001273879,0.00053295,0.01185837,0.00002056506,0.0001155616,0.004699167,0.9819312,0.00001888606],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.009543477,0.01062317,0.001988507,0.5004644,0.06161908,0.00004485004,0.0001059705,0.0001664748,0.415444],"genre_scores_gemma":[0.1076465,0.007393429,0.0009072844,0.3325251,0.02232436,0.0001083733,0.0001538174,0.0001744313,0.5287667],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05079638,"threshold_uncertainty_score":0.1699309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02198260561195667,"score_gpt":0.2918588982360362,"score_spread":0.2698762926240795,"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."}}