{"id":"W2126734951","doi":"10.5770/cgj.15.43","title":"Translating Geriatric Psychiatry Research into Practice: Coping with Uncertainty","year":2012,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Treatment of Major Depression","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Geriatric psychiatry; Psychiatry; Coping (psychology)","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.05064934,0.0009923778,0.001821564,0.004095977,0.006785917,0.02093232,0.003386315,0.005648491,0.008997248],"category_scores_gemma":[0.1492481,0.0007993071,0.001223308,0.003625233,0.01166253,0.01021878,0.01051219,0.008379446,0.001937145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02026709,"about_ca_system_score_gemma":0.08886567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07344409,"about_ca_topic_score_gemma":0.2524127,"domain_scores_codex":[0.9671617,0.0208416,0.001825778,0.001081819,0.007055094,0.002033994],"domain_scores_gemma":[0.894981,0.04735455,0.007903133,0.005981506,0.03055798,0.01322176],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001851291,0.0008630611,0.04950696,0.007027654,0.0006621743,0.001161959,0.05176787,0.0006426183,0.0005790328,0.02799387,0.2026997,0.65691],"study_design_scores_gemma":[0.0004324795,0.0008223731,0.08996703,0.04505666,0.001021263,0.001532747,0.2079718,0.001267702,0.001411513,0.1451806,0.5048631,0.0004725976],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02834386,0.05112799,0.003714203,0.8529726,0.009109976,0.0003573218,0.0002650847,0.0001566348,0.05395248],"genre_scores_gemma":[0.6365713,0.1422899,0.03354376,0.1693581,0.009257062,0.0007499508,0.0004373665,0.0001991013,0.007593429],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9493507,"threshold_uncertainty_score":0.2678626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04067921759329622,"score_gpt":0.3559576973862542,"score_spread":0.315278479792958,"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."}}