{"id":"W7099867083","doi":"","title":"doi:10.1155/2011/326307 Research Article Improving the Management of Late-Life Depression in","year":2011,"lang":"en","type":"article","venue":"","topic":"Military Technology and Strategies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Depression (economics); Attribution; Qualitative research; Health professionals; Health care; Primary care; Work (physics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001565054,0.0008082642,0.001149847,0.001430665,0.0008194799,0.002586075,0.0007822042,0.002604483,0.5423295],"category_scores_gemma":[0.00253288,0.0004473346,0.0005774588,0.0013701,0.0006837317,0.001592298,0.001137352,0.001879715,0.300499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001367388,"about_ca_system_score_gemma":0.001431681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00808638,"about_ca_topic_score_gemma":0.01140622,"domain_scores_codex":[0.9994142,0.0001183,0.00006880495,0.00007626742,0.0002418336,0.00008056106],"domain_scores_gemma":[0.9985465,0.0004712784,0.0001163162,0.000136989,0.0003597594,0.000369094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008025691,0.0008435867,0.001701378,0.001121806,0.00005696894,0.0003761099,0.00008963104,0.0003772316,0.001421136,0.0009241369,0.4310986,0.5611869],"study_design_scores_gemma":[0.0003028613,0.0004062218,0.01285317,0.001580763,0.00007902388,0.0006811018,0.0001613745,0.001007944,0.001293814,0.001352783,0.9802434,0.00003766847],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0282431,0.08571341,0.003625338,0.03435834,0.01355345,0.000745613,0.01325467,0.001936291,0.8185698],"genre_scores_gemma":[0.05066914,0.07425498,0.005268907,0.00451184,0.0038735,0.0003871908,0.01248155,0.0003656324,0.8481872],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5423295,"threshold_uncertainty_score":0.6528114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04812764114294864,"score_gpt":0.2629801981702623,"score_spread":0.2148525570273137,"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."}}