{"id":"W7160070738","doi":"10.5281/zenodo.15535354","title":"Психотерапевтичні інтервенції у системі психосоціальної реабілітації хворих з когнітивними розладами на тлі перенесеного COVID-19","year":2023,"lang":"uk","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Occupational Health and Global Justice","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychosocial; Psychological intervention; Cognition; Rehabilitation; Intervention (counseling)","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":["metaresearch","metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005213939,0.0006064767,0.0006198658,0.0008643084,0.0156001,0.002357859,0.003401357,0.0005232595,0.04068737],"category_scores_gemma":[0.01021028,0.0006937918,0.0002826616,0.005614195,0.001296692,0.00090227,0.00271193,0.001065529,0.1261455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001674178,"about_ca_system_score_gemma":0.0003730992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003011095,"about_ca_topic_score_gemma":0.00009337033,"domain_scores_codex":[0.989854,0.002592062,0.00111212,0.001591887,0.002496974,0.002352993],"domain_scores_gemma":[0.993268,0.0005157584,0.0005596582,0.00113692,0.001744621,0.002775031],"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":[0.0004183161,0.0003797188,0.00006890415,0.0008428548,0.0001232647,0.0001786477,0.01619394,0.0004126764,0.0001373053,0.06064498,0.8575336,0.06306577],"study_design_scores_gemma":[0.001310465,0.0004683048,0.002859713,0.000109142,0.0001023756,0.00006566471,0.01263641,0.0009529751,0.00001864962,0.002838816,0.977908,0.0007295004],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04732335,0.001385835,0.002286531,0.05042518,0.004782587,0.004589139,0.006876506,0.009013997,0.8733169],"genre_scores_gemma":[0.9377741,0.004697425,0.000302497,0.007498558,0.003888463,9.59913e-7,0.009085355,0.003718112,0.03303457],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8904507,"threshold_uncertainty_score":0.9995513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1089728732170587,"score_gpt":0.3746360150189038,"score_spread":0.2656631418018451,"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."}}