{"id":"W4236029877","doi":"10.1126/science.331.6024.1500-a","title":"Newsmakers","year":2011,"lang":"en","type":"article","venue":"Science","topic":"Biomedical Ethics and Regulation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Foundation (evidence); Medical science; Center (category theory); Work (physics); Library science; Management; Medicine; Engineering ethics; Political science; Medical education; Engineering; Computer science; Law; Chemistry; Economics","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":[0.002431464,0.001024902,0.0006346838,0.001387951,0.003990051,0.0110737,0.001255708,0.008369967,0.2535177],"category_scores_gemma":[0.01449034,0.000549919,0.0007877965,0.001287291,0.001149365,0.004037347,0.002405545,0.007872259,0.1788833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002100259,"about_ca_system_score_gemma":0.003745937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00541353,"about_ca_topic_score_gemma":0.01119743,"domain_scores_codex":[0.9966171,0.0003283807,0.0001453287,0.0003692457,0.001906914,0.0006330586],"domain_scores_gemma":[0.9929929,0.001527184,0.000338873,0.0003980992,0.002867304,0.001875751],"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":[0.00001000247,0.000006569541,0.00003413426,0.0000196417,7.961659e-7,0.00003847951,0.00003588735,0.000004544188,0.00004211242,0.001879585,0.9900259,0.007902418],"study_design_scores_gemma":[0.000002592555,0.000003552763,0.00008294203,0.00002806266,7.886875e-7,0.00002154016,0.00007415982,0.000006300038,0.00002368354,0.0002297192,0.9995241,0.000002603516],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.0007057818,0.00768754,0.0004482016,0.2071009,0.1371386,0.0001043961,0.00117555,0.000541846,0.6450972],"genre_scores_gemma":[0.003386264,0.004078791,0.0002809702,0.07680584,0.01917429,0.00008449403,0.0008899017,0.0001948439,0.8951046],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.2535177,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09692735265193524,"score_gpt":0.3201615194218047,"score_spread":0.2232341667698695,"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."}}