{"id":"W2376192319","doi":"10.1177/1591019916647194","title":"Psychological comorbidities and compliance to interventional treatment of patients with cutaneous vascular malformations","year":2016,"lang":"en","type":"article","venue":"Interventional Neuroradiology","topic":"Vascular Malformations and Hemangiomas","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Ottawa Hospital; Toronto Western Hospital; University of Ottawa","funders":"","keywords":"Medicine; Compliance (psychology); Endovascular treatment; Patient compliance; Vascular access; Intensive care medicine; Physical therapy; Psychiatry; Surgery; Emergency medicine; Aneurysm","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004343614,0.0001264638,0.000284049,0.0001555124,0.00005093619,0.00000624704,0.00006140861,0.00004811497,0.0005090898],"category_scores_gemma":[0.00003182801,0.00007382885,0.0002248253,0.00008034608,0.0001698837,0.00008122306,0.00002989653,0.00003464085,0.0000469559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004480136,"about_ca_system_score_gemma":0.00001082139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003959582,"about_ca_topic_score_gemma":0.000006901539,"domain_scores_codex":[0.9990966,0.00005145565,0.0003526978,0.0001978675,0.0001526351,0.0001487641],"domain_scores_gemma":[0.999381,0.00006272353,0.00009696883,0.0001889761,0.0001749361,0.000095398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002059593,0.008919458,0.9110327,0.00037998,0.001394495,0.0001163209,0.0003459805,0.00003848913,0.001134263,0.04132456,0.00236951,0.0308847],"study_design_scores_gemma":[0.003047451,0.00876617,0.9796883,0.0002336301,0.00008065941,0.0006701106,0.00001541988,0.00002664368,0.00009323792,0.0004597583,0.006813499,0.000105139],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919185,0.0001368903,0.005966974,0.001121234,0.0000954733,0.0003519019,0.0001520677,0.00002495151,0.0002320114],"genre_scores_gemma":[0.9978433,0.0000224113,0.001495893,0.0001160468,0.00003276682,0.00005400785,0.0001024572,0.000009666815,0.00032342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06865562,"threshold_uncertainty_score":0.5574176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04652293107260954,"score_gpt":0.3147010235740935,"score_spread":0.2681780925014839,"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."}}