{"id":"W2160398905","doi":"10.5770/cgj.15.33","title":"The Choices Facing Geriatrics","year":2012,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Calgary; McMaster University","funders":"","keywords":"Medicine; Geriatrics; Family medicine; Gerontology; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.008477204,0.000577785,0.0007964195,0.00127876,0.01768325,0.01251178,0.001807613,0.01209449,0.02993293],"category_scores_gemma":[0.01953054,0.0004480196,0.0007999609,0.001588575,0.01432172,0.009277844,0.009518336,0.0147544,0.004622133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01337742,"about_ca_system_score_gemma":0.03501111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.070541,"about_ca_topic_score_gemma":0.2939881,"domain_scores_codex":[0.9897344,0.003648681,0.0003009641,0.0005438572,0.001976775,0.003795355],"domain_scores_gemma":[0.9770272,0.001662606,0.0008470609,0.0002901632,0.002498787,0.01767423],"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":[0.0001606598,0.0002960091,0.01813233,0.0001652197,0.00007387133,0.001905864,0.03559125,0.0001516713,0.0002396053,0.06844793,0.7998266,0.07500894],"study_design_scores_gemma":[0.00005487279,0.0001095524,0.0100856,0.0008991159,0.00002399854,0.001370546,0.1435754,0.0000869753,0.0000578896,0.05783648,0.7857798,0.0001196317],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02548633,0.01024631,0.0001952035,0.8902516,0.006089575,0.00001871676,0.00009399388,0.00002223819,0.06759591],"genre_scores_gemma":[0.3773564,0.01514295,0.001146424,0.5126644,0.005057605,0.00007116932,0.0001546145,0.00007272836,0.08833379],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.070541,"threshold_uncertainty_score":0.1402608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0420472301383018,"score_gpt":0.3464568487411564,"score_spread":0.3044096186028546,"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."}}