{"id":"W1981199085","doi":"10.1503/cmaj.1060216","title":"Inspired by Banting and Best","year":2007,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; 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":[],"consensus_categories":[],"category_scores_codex":[0.005119261,0.001351997,0.001571747,0.0008796259,0.007092673,0.006520652,0.00143866,0.02319039,0.008154721],"category_scores_gemma":[0.03580239,0.0006887374,0.001030827,0.0007743521,0.005573505,0.006308195,0.002807369,0.06547122,0.005302813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005768885,"about_ca_system_score_gemma":0.005928621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007393896,"about_ca_topic_score_gemma":0.01569947,"domain_scores_codex":[0.9935787,0.002119843,0.0004783968,0.001368246,0.001703495,0.0007514103],"domain_scores_gemma":[0.9899638,0.00472319,0.0005790565,0.0003681962,0.001885108,0.002480587],"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":[0.00003037021,0.00001731268,0.00009521838,0.00003339058,0.000008751344,0.00082858,0.0003128836,0.00001530756,0.00006510996,0.003776918,0.9904103,0.004405851],"study_design_scores_gemma":[0.0000504578,0.00003717723,0.0002206144,0.0003296556,0.00001202609,0.002033659,0.0009310716,0.00008961922,0.0001337605,0.006580713,0.9895237,0.00005756052],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001365119,0.0028166,0.00009150397,0.9479008,0.04593055,0.000006032896,0.0000133938,0.0000109613,0.003093701],"genre_scores_gemma":[0.002532404,0.001284331,0.0001549614,0.9538551,0.0324247,0.00001868315,0.000007622479,0.00002587811,0.009696316],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02319039,"threshold_uncertainty_score":0.04185635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00797719103155837,"score_gpt":0.2283640051746959,"score_spread":0.2203868141431375,"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."}}