{"id":"W4406667382","doi":"10.1016/b978-0-323-03753-2.50042-4","title":"10.1016/b978-0-323-03753-2.50042-4","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Pharmaceutical Quality and Counterfeiting","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Product liability; Product (mathematics); Liability; Medicine; Business; Accounting; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007840407,0.001961847,0.001239567,0.001738843,0.001253423,0.004486542,0.002569294,0.003697043,0.9766483],"category_scores_gemma":[0.001511342,0.000772568,0.0008126643,0.001907414,0.001115982,0.004231937,0.003105471,0.002118397,0.9884117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008858163,"about_ca_system_score_gemma":0.0007697505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003274836,"about_ca_topic_score_gemma":0.003285732,"domain_scores_codex":[0.9996165,0.00002173954,0.00002128257,0.0001312671,0.0001420143,0.00006712016],"domain_scores_gemma":[0.998616,0.0004571451,0.00009478773,0.0001970761,0.0002477573,0.0003872674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001279423,0.0001077792,0.0003106005,0.0004057136,0.00001510058,0.0001183373,0.0000835722,0.0003294249,0.00208833,0.007218432,0.3763371,0.6128577],"study_design_scores_gemma":[0.00001476617,0.00003735547,0.0004427034,0.0002447259,0.000006343042,0.0001604476,0.00006672346,0.0001094628,0.0002737131,0.001134084,0.9974988,0.000010906],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001421635,0.0004031923,0.0007454057,0.0002051872,0.0001231565,0.00003493467,0.0005205271,0.0007592917,0.9970661],"genre_scores_gemma":[0.0004141109,0.0002475751,0.0003200827,0.00009343462,0.00002836986,0.00002702523,0.0003186667,0.0002075939,0.9983431],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02335173,"threshold_uncertainty_score":0.03330839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03460891266285714,"score_gpt":0.263947372077061,"score_spread":0.2293384594142039,"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."}}