{"id":"W2897457433","doi":"10.1038/nbt.4271","title":"Biotech leaders call for free press","year":2018,"lang":"en","type":"letter","venue":"Nature Biotechnology","topic":"Science, Research, and Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Amorfix (Canada)","funders":"H. Lundbeck A/S; Agios Pharmaceuticals; Acorda Therapeutics; Alnylam Pharmaceuticals","keywords":"Free press; Political science; Business; Management; Law and economics; Sociology; Economics","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":[0.005864324,0.001376916,0.001679517,0.001345008,0.009319006,0.009729951,0.002308395,0.1123651,0.0464196],"category_scores_gemma":[0.02878512,0.001227002,0.001637741,0.0009778622,0.00451221,0.008070625,0.004145876,0.0539005,0.03277763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005074429,"about_ca_system_score_gemma":0.01119495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009780218,"about_ca_topic_score_gemma":0.02646044,"domain_scores_codex":[0.9949406,0.0008385445,0.0003863661,0.0005244641,0.001976624,0.001333428],"domain_scores_gemma":[0.9888819,0.004723877,0.00084823,0.0003886088,0.001827249,0.003330213],"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":[0.0000302709,0.00004156231,0.0001723234,0.00001603888,0.000004225717,0.0003006116,0.00004667365,0.00002316554,0.00006863297,0.003716555,0.9925808,0.002999184],"study_design_scores_gemma":[0.00007372886,0.00003292517,0.0003736952,0.00007894233,0.000008370298,0.0001262678,0.0002151797,0.000161956,0.00008281271,0.006523226,0.9922971,0.00002580198],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0003630952,0.000764731,0.0001260049,0.9556943,0.02204592,0.00003394499,0.0001060916,0.0001020962,0.02076379],"genre_scores_gemma":[0.002333726,0.0004059655,0.0002170675,0.8854871,0.01566646,0.00008760524,0.00006583242,0.0000756168,0.0956606],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.1123651,"threshold_uncertainty_score":0.155289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03841089682986121,"score_gpt":0.3497119429450175,"score_spread":0.3113010461151563,"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."}}