{"id":"W2795033409","doi":"10.1111/dom.13315","title":"Baseline characteristics and enrichment results from the <scp>SONAR</scp> trial","year":2018,"lang":"en","type":"article","venue":"Diabetes Obesity and Metabolism","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"NOSM University; Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"AbbVie","keywords":"Medicine; Baseline (sea); Fishery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002224022,0.0004264785,0.0009759979,0.000156864,0.0002105756,0.0005135449,0.0002339035,0.0006203711,0.004321472],"category_scores_gemma":[0.001783005,0.0001472536,0.0007700433,0.0003461736,0.0003270485,0.0005048445,0.000181693,0.0008752716,0.0006515259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002616754,"about_ca_system_score_gemma":0.0004813672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001901638,"about_ca_topic_score_gemma":0.0004768514,"domain_scores_codex":[0.9989987,0.0004988328,0.0001138017,0.0001375774,0.0001450677,0.0001059794],"domain_scores_gemma":[0.9989442,0.0004055843,0.0003257698,0.00008920442,0.00006840708,0.0001668964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.7882754,0.002713423,0.09372021,0.002625183,0.005080034,0.0004030782,0.0001333131,0.002115908,0.009944589,0.0007673403,0.01401552,0.08020599],"study_design_scores_gemma":[0.3557553,0.1398102,0.4502559,0.0009331142,0.01009916,0.001724335,0.0002159915,0.002861855,0.009227982,0.002761011,0.02619564,0.0001595512],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9797581,0.007523744,0.0007344675,0.0007345082,0.00009618436,0.001009319,0.004257588,0.00003872071,0.005847181],"genre_scores_gemma":[0.9872119,0.001391823,0.0005445149,0.001145346,0.0001813246,0.001852988,0.005642083,0.0000192713,0.0020108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004321472,"threshold_uncertainty_score":0.01445681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01267967547647262,"score_gpt":0.2391956650343707,"score_spread":0.2265159895578981,"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."}}