{"id":"W2765744572","doi":"10.1016/j.jalz.2017.06.1493","title":"[P3–279]: MILD COGNITIVE IMPAIRMENT TREATMENT: PROVIDER PATTERNS ACROSS MEDICAL SPECIALTIES","year":2017,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"inVentiv Health Clinical","funders":"","keywords":"Medicine; Demographics; Medical diagnosis; Memory clinic; Cognitive impairment; Disease; Population; Family medicine; Cognition; Pediatrics; Psychiatry; Internal medicine; Demography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0008358111,0.0001421862,0.0001940688,0.0008521752,0.0008092291,0.0005970644,0.0008127301,0.0008287801,0.02017343],"category_scores_gemma":[0.007037143,0.0001635218,0.0006848547,0.004075962,0.0002469391,0.001106499,0.0007062807,0.0008463165,0.002771443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001097327,"about_ca_system_score_gemma":0.003356902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06112914,"about_ca_topic_score_gemma":0.0640453,"domain_scores_codex":[0.9991838,0.0001839158,0.00012181,0.0001633866,0.0002006873,0.0001462887],"domain_scores_gemma":[0.9945427,0.001020555,0.002470245,0.000144482,0.001101558,0.0007203663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004182208,0.0001913467,0.8086161,0.0005041844,0.0001066803,0.000290799,0.0006613334,0.0001912816,0.0002054014,0.0007916532,0.1453767,0.04264624],"study_design_scores_gemma":[0.00005335428,0.0001001551,0.98339,0.0002944746,0.00002902524,0.0004196371,0.001250449,0.0002518849,0.00005567222,0.0002461603,0.01389927,0.000009841098],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6646441,0.00470787,0.001549771,0.03294662,0.0007251328,0.001265006,0.2296229,0.0002383057,0.0643003],"genre_scores_gemma":[0.9403341,0.002334252,0.001314381,0.009344298,0.000476711,0.001177685,0.03731997,0.0001052061,0.007593461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06112914,"threshold_uncertainty_score":0.1215467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05245689790088316,"score_gpt":0.378719311335618,"score_spread":0.3262624134347349,"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."}}