{"id":"W4411660683","doi":"10.51847/atldtqcytr","title":"10.51847/ATlDtQcyTr","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":230,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pharmacy; Medicine; Environmental health; Family medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009582359,0.00008964236,0.0001546499,0.00003804897,0.00003758225,0.0000137287,0.00006334217,0.00003824942,0.9965363],"category_scores_gemma":[0.00006576318,0.0000731791,0.0000573347,0.0001297683,0.00001804962,0.00007849874,0.0000178657,0.000122543,0.9873772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002190151,"about_ca_system_score_gemma":0.00002022495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007437733,"about_ca_topic_score_gemma":1.709853e-8,"domain_scores_codex":[0.9993231,0.00002431477,0.0001333243,0.000144153,0.0001764555,0.0001986775],"domain_scores_gemma":[0.9994239,0.00008717964,0.00001713115,0.0001880148,0.00002444936,0.0002593884],"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":[0.0005906814,0.0001250128,0.00002285162,0.00001623363,0.00003237094,0.00002515697,0.00001292485,0.00000708275,0.0001202375,0.000001643109,0.03115845,0.9678873],"study_design_scores_gemma":[0.0006125762,0.0002787492,0.0004299105,0.00001739119,0.00006861477,0.00002245671,5.087153e-7,0.0004175194,0.00005972975,0.000001380903,0.9980004,0.00009076418],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008601039,0.00006917399,3.274707e-7,0.002429729,0.00000382807,0.0002373555,0.000004670907,0.00008588905,0.988568],"genre_scores_gemma":[0.003602803,0.000001285772,0.0001274803,0.001394111,0.0001258243,0.000007215968,0.00001242849,0.00001486899,0.994714],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9677966,"threshold_uncertainty_score":0.2984157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05287607306876055,"score_gpt":0.3186925060210571,"score_spread":0.2658164329522965,"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."}}