{"id":"W2060720633","doi":"10.1161/strokeaha.114.008198","title":"PHASES Score for Prediction of Intracranial Aneurysm Growth","year":2015,"lang":"en","type":"article","venue":"Stroke","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":180,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital","funders":"","keywords":"Medicine; Aneurysm; Stroke (engine); Cardiology; Internal medicine; Radiology","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":[0.001183719,0.0006265118,0.0003212518,0.0009737702,0.0001529349,0.0005286519,0.0003649597,0.0003440331,0.001681899],"category_scores_gemma":[0.006864958,0.0001833463,0.0006877328,0.0005793609,0.0002770218,0.000535255,0.0006217696,0.0006209071,0.000256859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002155142,"about_ca_system_score_gemma":0.0004503388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001290026,"about_ca_topic_score_gemma":0.001065958,"domain_scores_codex":[0.9995585,0.0001911873,0.00004355829,0.00005932633,0.00009728121,0.00005010847],"domain_scores_gemma":[0.9959177,0.00125569,0.00186368,0.000144727,0.0003050214,0.0005131952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003075912,0.00001320338,0.9970419,0.000008658694,0.00005278479,0.00003506026,0.00001055147,0.0003434289,0.00008692936,0.00002868713,0.0001501145,0.001921162],"study_design_scores_gemma":[0.00005478183,0.0004392503,0.9883044,0.00002358776,0.000116349,0.0006980311,0.00005573709,0.009382891,0.0001967415,0.0003342762,0.0003818215,0.00001218587],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972448,0.0004521894,0.0008515544,0.0001406205,0.00002269993,0.00002152596,0.0005964274,0.00001780742,0.0006524021],"genre_scores_gemma":[0.9985833,0.0001185174,0.0006265214,0.00001059541,0.00002513697,0.00001296006,0.0004964747,0.000003761962,0.0001227072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001681899,"threshold_uncertainty_score":0.006260157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04599102235874617,"score_gpt":0.282038930157858,"score_spread":0.2360479077991119,"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."}}