{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0005178037,0.0004952725,0.0009489619,0.001060689,0.0001456789,0.00002059433,0.001554636,0.01847151,0.00009111431],"category_scores_gemma":[0.00293313,0.0003755526,0.0002783564,0.0006237599,0.002784952,0.000042926,0.0003258134,0.01105254,0.000062602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002189569,"about_ca_system_score_gemma":0.0004308444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008953497,"about_ca_topic_score_gemma":0.00003624611,"domain_scores_codex":[0.9960447,0.00003809393,0.0003976613,0.001261736,0.0009440078,0.001313781],"domain_scores_gemma":[0.9967821,0.0002389713,0.000178529,0.002177262,0.0004527396,0.0001703443],"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":[0.000119452,0.00003864856,0.000007247028,0.0005602997,0.0001245067,0.000407255,0.00004240687,1.22861e-8,0.006085777,0.0002469297,0.987492,0.0048755],"study_design_scores_gemma":[0.002019906,0.001357467,0.0000190612,0.0002749499,0.0001857618,0.0003675006,0.00005426304,0.00002640777,0.05151171,0.0004832821,0.9433696,0.0003300766],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002723242,0.006341824,0.0006086092,0.9844359,0.002499086,0.001873429,0.0001940267,0.0006142315,0.003160643],"genre_scores_gemma":[0.0008421491,0.001268093,0.00519884,0.9287246,0.01772748,0.0002355046,0.0005449613,0.000168816,0.04528952],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05571119,"threshold_uncertainty_score":0.9999289,"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."}}