{"id":"W4229841913","doi":"10.1142/s0219030303000715","title":"Company News","year":2003,"lang":"en","type":"article","venue":"Asia-Pacific Biotech News","topic":"Health, Technology, Consumer Behavior","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Joint venture; Pill; Alliance; Product (mathematics); Food and drug administration; Medicine; Advertising; Business; Family medicine; Political science; Environmental health; Pharmacology; Business administration","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.001176163,0.000501132,0.000770012,0.0004839496,0.001220618,0.00002466123,0.0006634405,0.002159836,0.002246606],"category_scores_gemma":[0.0006713944,0.0004706582,0.0001726569,0.001137303,0.0003169435,0.0001750863,0.0001557042,0.003567395,0.00916864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004992157,"about_ca_system_score_gemma":0.001129708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001776042,"about_ca_topic_score_gemma":0.001858538,"domain_scores_codex":[0.9942366,0.00126151,0.001301525,0.0009842385,0.0004127768,0.001803287],"domain_scores_gemma":[0.9963512,0.0004134263,0.0004358582,0.002066141,0.0001809568,0.0005524483],"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":[0.00009555235,0.0007371803,0.2779801,0.0003992374,0.000101957,0.0001350262,0.002806033,9.655696e-7,0.02341019,0.04710929,0.4382015,0.2090229],"study_design_scores_gemma":[0.001186806,0.0001048647,0.008299999,0.0001105658,0.0000458403,0.00003008529,0.01457582,0.000007871294,0.00297487,0.0009684683,0.9711988,0.00049603],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5159062,0.002373589,0.00426052,0.06317054,0.0084908,0.008085907,0.0001959246,0.005455487,0.3920611],"genre_scores_gemma":[0.9728072,0.0006401394,0.01097801,0.002197907,0.0002416442,0.0005178821,0.00004091056,0.0001668183,0.01240947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5329973,"threshold_uncertainty_score":0.9997745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08066371891966692,"score_gpt":0.4017862974565933,"score_spread":0.3211225785369264,"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."}}