{"id":"W2923959553","doi":"","title":"[A Survey to Compare the Specifications and Stability of Anticancer Drugs in Japan, the United States, Canada, and Australia].","year":2018,"lang":"en","type":"article","venue":"PubMed","topic":"Cancer Treatment and Pharmacology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vial; Pharmacy; Anticancer drug; Medicine; Drug; Pharmacology; Family medicine; Chemistry; Chromatography","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":[0.001474306,0.0002255335,0.0002356565,0.003168535,0.0004502173,0.0005921947,0.0003114619,0.0002553207,0.002673967],"category_scores_gemma":[0.004386179,0.0001479767,0.0003993591,0.006318432,0.0002357237,0.0005265983,0.000354292,0.0002945255,0.0006169933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002428287,"about_ca_system_score_gemma":0.00510059,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2042565,"about_ca_topic_score_gemma":0.2353854,"domain_scores_codex":[0.9982896,0.0001629351,0.0003404982,0.0001267848,0.0009398409,0.0001403065],"domain_scores_gemma":[0.9925222,0.0008254992,0.002488629,0.0001080325,0.003660187,0.0003955591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004209564,0.000125637,0.6426258,0.003525046,0.000186161,0.0004223207,0.001157184,0.0002221175,0.006892511,0.0007399424,0.03312925,0.3105532],"study_design_scores_gemma":[0.000008991843,0.000173397,0.8950697,0.0003776307,0.0001173176,0.001003664,0.001157209,0.000173592,0.002053196,0.00004351733,0.09979373,0.00002815996],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8012481,0.07204811,0.002725823,0.003221987,0.0002041427,0.0004728235,0.04327472,0.0004234553,0.07638099],"genre_scores_gemma":[0.9145043,0.04722597,0.00578516,0.002746213,0.00006234723,0.0001582598,0.01966529,0.00007849301,0.009773926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7957435,"threshold_uncertainty_score":0.4061351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1396361872470051,"score_gpt":0.3311849594508765,"score_spread":0.1915487722038714,"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."}}