{"id":"W2994806866","doi":"10.23750/abm.v90i2.8340","title":"The requirements for manufacturing highly active or sensitising drugs comparing Good Manufacturing Practices.","year":2019,"lang":"en","type":"article","venue":"PubMed","topic":"Pharmaceutical Quality and Counterfeiting","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Good manufacturing practice; Business; Production (economics); Order (exchange); Quality (philosophy); Containment (computer programming); Risk analysis (engineering); Biotechnology; Marketing; Computer science; Finance; Biology; Economics; Supply chain","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":[0.0360155,0.000659203,0.0004078409,0.002943518,0.0009990842,0.003633062,0.001794557,0.001860195,0.003001626],"category_scores_gemma":[0.06040518,0.0004003091,0.001074574,0.003141011,0.002206116,0.001416881,0.00190705,0.001166631,0.001583723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00454381,"about_ca_system_score_gemma":0.009157059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004162461,"about_ca_topic_score_gemma":0.004704946,"domain_scores_codex":[0.9144149,0.02410417,0.01143028,0.004154001,0.04314766,0.002749075],"domain_scores_gemma":[0.8317741,0.06335091,0.05598498,0.01480293,0.03188665,0.002200467],"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":[0.001483946,0.001905377,0.1405259,0.01237671,0.0002924372,0.001078793,0.006458994,0.01061931,0.1207965,0.05210932,0.02901163,0.6233411],"study_design_scores_gemma":[0.0001208053,0.004636698,0.3614409,0.003902691,0.0003068896,0.003253752,0.003678002,0.003406669,0.1279397,0.01531502,0.4757862,0.0002127423],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5068447,0.03748383,0.1443958,0.01818974,0.0007761211,0.00697914,0.01352679,0.002039986,0.2697639],"genre_scores_gemma":[0.7790003,0.005582874,0.1951148,0.003551179,0.0001894716,0.00279913,0.007280669,0.0001732586,0.006308341],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0360155,"threshold_uncertainty_score":0.1904704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1310118355549707,"score_gpt":0.3657732749235297,"score_spread":0.2347614393685589,"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."}}