{"id":"W3138196663","doi":"10.1161/str.52.suppl_1.p701","title":"Abstract P701: Depression, OSA, and Anxiety (DOA) Related Healthcare Burden Amongst Stroke Survivors- A National Estimate","year":2021,"lang":"en","type":"article","venue":"Stroke","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Depression (economics); Anxiety; Logistic regression; Stroke (engine); Internal medicine; Physical therapy; Psychiatry","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":[0.00051092,0.0001478706,0.0002071957,0.0009820566,0.0002677191,0.0004836148,0.0002475697,0.0002268791,0.001636273],"category_scores_gemma":[0.001006764,0.0001436011,0.0003805388,0.001432064,0.0001448134,0.0004655218,0.0005725021,0.0003966597,0.0003382137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003418255,"about_ca_system_score_gemma":0.0004713022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01421802,"about_ca_topic_score_gemma":0.02088645,"domain_scores_codex":[0.9996424,0.0000733066,0.00007004892,0.00005351046,0.0001137745,0.00004691327],"domain_scores_gemma":[0.9993217,0.00006605805,0.0003245512,0.00002912965,0.0001599705,0.00009860432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001484334,0.00001408634,0.9961637,0.00005096151,0.00005215018,0.00002504473,0.00005390761,0.00002576014,0.0000740901,0.00002053587,0.0008491715,0.002655662],"study_design_scores_gemma":[0.00000124478,0.00001245027,0.9993227,0.000021402,0.00001894079,0.00007163391,0.0001608685,0.00007944569,0.00001947025,0.00001583711,0.0002746802,0.000001416607],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841623,0.00153274,0.0001957419,0.0006634946,0.00002706614,0.00003599879,0.01154137,0.00001253351,0.001828827],"genre_scores_gemma":[0.9933695,0.00107206,0.0002105305,0.0001097759,0.00004893106,0.00004119316,0.004804784,0.000002110191,0.00034112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01421802,"threshold_uncertainty_score":0.02827054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01474073304484471,"score_gpt":0.3040170855636706,"score_spread":0.2892763525188259,"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."}}