{"id":"W4237649721","doi":"10.2139/ssrn.900577","title":"Disease Management","year":2006,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Diabetes Management and Education","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Quest University Canada","funders":"","keywords":"Disease; Business; Medicine; Internal medicine","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":[0.001255341,0.0004193844,0.0004528139,0.001915204,0.0007856236,0.00129096,0.0007529993,0.0006280527,0.1831155],"category_scores_gemma":[0.00390785,0.0001292681,0.0006472946,0.001150911,0.0001638833,0.0005508215,0.0009588252,0.001085424,0.06471315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008436526,"about_ca_system_score_gemma":0.002306854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002312497,"about_ca_topic_score_gemma":0.004555709,"domain_scores_codex":[0.9992736,0.0001615414,0.00008922286,0.0001054698,0.0002584558,0.0001116323],"domain_scores_gemma":[0.9983404,0.0001906499,0.0001490599,0.0001536522,0.0006415819,0.0005247172],"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":[0.000217008,0.0004364515,0.00861097,0.0002434426,0.00003434098,0.0001783632,0.00009000397,0.00003930412,0.0003648322,0.00182752,0.5201982,0.4677595],"study_design_scores_gemma":[0.0001283265,0.0001496176,0.01549506,0.0004350517,0.00004326775,0.0004040283,0.00007593769,0.00008583501,0.0002093055,0.000864568,0.9820999,0.000009122379],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009855432,0.009985251,0.003921208,0.02184853,0.003674199,0.001712039,0.01151417,0.001192782,0.9362965],"genre_scores_gemma":[0.06138496,0.01483611,0.01032236,0.02399344,0.005338717,0.002548408,0.02408339,0.000405838,0.8570868],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1831155,"threshold_uncertainty_score":0.6125824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004071830171396394,"score_gpt":0.2295393024379271,"score_spread":0.2254674722665307,"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."}}