{"id":"W4321351495","doi":"10.14412/2074-2711-2023-1-18-27","title":"Adherence to treatment in patients with cerebrovascular disease as a multifactorial problem","year":2023,"lang":"en","type":"article","venue":"Neurology neuropsychiatry Psychosomatics","topic":"Neurological Disorders and Treatments","field":"Neuroscience","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Disease; Montreal Cognitive Assessment; Physical therapy; Internal medicine; Neuropsychology; Pharmacotherapy; Affect (linguistics); Cognition; Cognitive impairment; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005309987,0.0005590197,0.0004653568,0.000378989,0.0001990072,0.00006977868,0.0005216512,0.0001336475,0.00008243643],"category_scores_gemma":[0.0001974041,0.0003765074,0.0001544528,0.001546957,0.0001291182,0.0001485894,0.0001189563,0.0003335975,0.001714755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002568172,"about_ca_system_score_gemma":0.00007988274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003455936,"about_ca_topic_score_gemma":0.00004376466,"domain_scores_codex":[0.9961826,0.0003193685,0.0005283835,0.001460436,0.000590403,0.0009188557],"domain_scores_gemma":[0.9981194,0.000250249,0.0001598256,0.0009186147,0.00003875529,0.0005132246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002770263,0.003579625,0.9888834,0.00003570236,0.00002233141,0.000364555,0.0002149899,0.0007575046,0.0004831314,0.0004407283,0.0007247734,0.001723022],"study_design_scores_gemma":[0.008308482,0.01182481,0.971467,0.00002196367,0.00004566948,0.000005727405,0.000005180138,0.0002354296,0.00007694827,0.004400304,0.003150086,0.0004584007],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917531,0.000003747198,0.000007213333,0.002907071,0.001788119,0.002350926,0.00005465751,0.0004387157,0.0006964266],"genre_scores_gemma":[0.9913051,0.00004470391,0.0001711128,0.007638944,0.0000984833,0.0004238458,0.00002009344,0.00009904926,0.0001986981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01741638,"threshold_uncertainty_score":0.9998687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0187850612599816,"score_gpt":0.2660671609791755,"score_spread":0.2472820997191939,"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."}}