{"id":"W2107959648","doi":"10.1016/j.jcjd.2012.07.281","title":"Life or Death: A 50/50 Opportunity","year":2012,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Diabetes mellitus; Disease; Intervention (counseling); Gerontology; Intensive care medicine; Internal medicine; Endocrinology; Psychiatry","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":[0.01170901,0.001464989,0.001616586,0.002033568,0.004683421,0.006993053,0.001078651,0.01016464,0.04438362],"category_scores_gemma":[0.02099067,0.0006859321,0.00135117,0.0008476219,0.007088756,0.01208419,0.009449921,0.01282353,0.009150692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002338335,"about_ca_system_score_gemma":0.004021758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004128528,"about_ca_topic_score_gemma":0.009019546,"domain_scores_codex":[0.9967302,0.001166591,0.0001849107,0.0002323393,0.0007947697,0.0008911497],"domain_scores_gemma":[0.9873868,0.004791745,0.0004596324,0.0006059486,0.0009153549,0.005840453],"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":[0.0004572243,0.0002336363,0.002807713,0.0001853217,0.00004755408,0.0006652115,0.0003271817,0.00007433883,0.0002166781,0.04866125,0.8179005,0.1284234],"study_design_scores_gemma":[0.0002296877,0.0002546211,0.01317545,0.002166777,0.0001069965,0.001411981,0.003324025,0.0002822767,0.0001275262,0.07231497,0.9064634,0.0001423409],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0045084,0.04115313,0.001043031,0.8199441,0.07162103,0.00004170292,0.0003751513,0.0001310663,0.06118239],"genre_scores_gemma":[0.1426386,0.08997644,0.002226156,0.5261949,0.1770029,0.0002826659,0.0007757296,0.0002456213,0.06065702],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04438362,"threshold_uncertainty_score":0.148478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0493963797480548,"score_gpt":0.2571270225369337,"score_spread":0.2077306427888789,"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."}}