{"id":"W4316194403","doi":"10.1007/s40278-023-31409-2","title":"Canadian product monograph updates for hydrochlorothiazide and valacyclovir","year":2023,"lang":"en","type":"article","venue":"Reactions Weekly","topic":"Monoclonal and Polyclonal Antibodies Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Hydrochlorothiazide; Pharmacology; Product (mathematics); Medicine; Endocrinology; Mathematics","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":[],"consensus_categories":[],"category_scores_codex":[0.0002091676,0.0001108425,0.0001657016,0.0004705032,0.0002947439,0.00002997108,0.00005710946,0.00005114614,0.00007068506],"category_scores_gemma":[0.0001389466,0.00009434208,0.00008600546,0.0004917211,0.0000724086,0.00007797897,0.00002406004,0.0001604781,0.0002723485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000597436,"about_ca_system_score_gemma":0.0002291598,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04919046,"about_ca_topic_score_gemma":0.01480243,"domain_scores_codex":[0.9990144,0.00001425443,0.0001551654,0.0002622461,0.0001525452,0.0004014266],"domain_scores_gemma":[0.9991928,0.000119829,0.00002362565,0.000196407,0.0000883796,0.0003790111],"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":[0.000785372,0.0002709188,0.2052111,0.00118217,0.0008027984,0.0002303697,0.000717495,0.00003576113,0.08616266,0.009030417,0.586427,0.109144],"study_design_scores_gemma":[0.0003424814,0.0001273021,0.09917206,0.00003913403,0.00004023605,0.0001195271,0.0001272855,0.0007374632,0.001961323,0.0009186468,0.8962962,0.0001183647],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9230385,0.0005001671,0.00002715251,0.06089712,0.0002285368,0.000990482,0.0001344195,0.0001970561,0.01398651],"genre_scores_gemma":[0.8995768,0.001262465,0.001009843,0.0004470371,0.0005056841,0.0002015034,0.0003175772,0.00003979536,0.09663923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3098692,"threshold_uncertainty_score":0.957141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0292823147273862,"score_gpt":0.3202047993128814,"score_spread":0.2909224845854952,"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."}}