{"id":"W3212602812","doi":"10.54434/candj.83","title":"Naturopathic Primary Care Cardiovascular Disease Risk Reduction Model","year":2020,"lang":"en","type":"article","venue":"CAND Journal","topic":"Complementary and Alternative Medicine Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Naturopathy; Privilege (computing); Medicine; Disease; Alternative medicine; Primary care; Primary prevention; Public health; Intensive care medicine; Physical therapy; Family medicine; Nursing; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001313715,0.0001092417,0.0002553115,0.00004045783,0.00023335,0.00001234678,0.00005351085,0.000007998102,0.00004035993],"category_scores_gemma":[0.0001015424,0.00008073265,0.0002592744,0.00007795382,0.00007660652,0.00006443772,0.00003803392,0.0004908392,0.000004504219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001023452,"about_ca_system_score_gemma":0.0001724782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005324757,"about_ca_topic_score_gemma":2.143348e-7,"domain_scores_codex":[0.9990799,0.00005893202,0.0001709373,0.000171711,0.0003721525,0.0001463429],"domain_scores_gemma":[0.9992622,0.000008307516,0.00006070413,0.000121914,0.0001511182,0.0003957611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.004229732,0.0002223435,0.2945378,0.001978579,0.007480372,0.005185935,0.02578685,0.02772958,0.003429315,0.000179422,0.01185246,0.6173876],"study_design_scores_gemma":[0.04736613,0.006146351,0.5239729,0.003153028,0.02390276,0.005147687,0.04731812,0.0456247,0.002722348,0.002058908,0.2904194,0.002167674],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.945596,0.04611403,0.004936241,0.001350403,0.0004806811,0.0001780883,0.00003641055,0.00002755701,0.001280552],"genre_scores_gemma":[0.9934971,0.002874441,0.0003096204,0.0004693009,0.002740129,0.000003219325,0.00002370622,0.0000121507,0.00007038045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.61522,"threshold_uncertainty_score":0.3292182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03804627274598089,"score_gpt":0.265247672557282,"score_spread":0.2272013998113012,"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."}}