{"id":"W4406551149","doi":"10.1016/s1544-8800(05)70373-0","title":"10.1016/s1544-8800(05)70373-0","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Metformin; Medicine; Pharmacology; Internal 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001010724,0.002502936,0.001608712,0.002786858,0.002345271,0.003301236,0.002894837,0.005814218,0.9896677],"category_scores_gemma":[0.001815317,0.0007835511,0.001406232,0.001999336,0.001448379,0.00437384,0.003144275,0.002592325,0.9918208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001103756,"about_ca_system_score_gemma":0.001319904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004773265,"about_ca_topic_score_gemma":0.004151285,"domain_scores_codex":[0.9993684,0.00004510687,0.00005192076,0.0001904293,0.0001850805,0.0001589847],"domain_scores_gemma":[0.9974803,0.0005855501,0.0001397145,0.0002309442,0.0005112597,0.001052121],"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":[0.0003278099,0.0002780513,0.0008036614,0.0004604021,0.00002792971,0.0002233173,0.00008357115,0.0003270077,0.001450199,0.003584003,0.3831505,0.6092835],"study_design_scores_gemma":[0.0000570762,0.0001136274,0.0008904831,0.00028644,0.00001161181,0.0003084792,0.0001049026,0.000167104,0.0002899417,0.0004587521,0.9972911,0.00002039232],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003681243,0.0003646225,0.0004265408,0.0004238903,0.0003290433,0.000094088,0.0005092341,0.0006985661,0.9967859],"genre_scores_gemma":[0.0004154621,0.000164039,0.0002543707,0.0002085072,0.00007290456,0.00004447086,0.0002733448,0.0001139767,0.9984528],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01033235,"threshold_uncertainty_score":0.01473773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006144987505917026,"score_gpt":0.1862020321886038,"score_spread":0.1800570446826868,"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."}}