{"id":"W4403850184","doi":"10.51847/0nbh0rptnw","title":"10.51847/0nbH0rptNw","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Pharmacy and Medical Practices","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Specialty; Drug; Business; Medical education; Medicine; Family medicine; Pharmacology","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":[0.0007181431,0.0001941259,0.0002167154,0.00007269364,0.0002117275,0.00002190632,0.0003633034,0.0002009959,0.9988291],"category_scores_gemma":[0.0001836528,0.0001836475,0.00008030546,0.0002382324,0.0001201673,0.0002156494,0.00005525479,0.0006917432,0.9888098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003584249,"about_ca_system_score_gemma":0.00006316177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009642601,"about_ca_topic_score_gemma":1.115006e-7,"domain_scores_codex":[0.9983797,0.0003508128,0.0002672571,0.0003002268,0.000193278,0.0005087195],"domain_scores_gemma":[0.9985895,0.0004712408,0.00005170907,0.0002032891,0.0000414512,0.0006428501],"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":[0.0006350285,0.000219339,0.000001208927,0.000009119562,0.00006711342,0.00004469388,0.00003688396,0.0000899007,0.001119693,0.000005010174,0.2273562,0.7704158],"study_design_scores_gemma":[0.0009526295,0.0001492939,0.00002774226,0.000007157214,0.0001135186,0.00003253165,0.000001511288,0.0006809497,0.001077119,0.00001091856,0.996714,0.0002326334],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006812969,0.0002834198,8.376555e-7,0.00399717,0.00004178633,0.0002832202,0.00003309742,0.0002190422,0.9883285],"genre_scores_gemma":[0.005782968,0.0000146117,0.00005440792,0.005995158,0.0004881331,0.00004513769,0.00002072514,0.00002427466,0.9875746],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7701832,"threshold_uncertainty_score":0.7488927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0824483839185894,"score_gpt":0.4014289030256307,"score_spread":0.3189805191070413,"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."}}