{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005815591,0.00008938462,0.0001677755,0.00006306715,0.00004372766,0.000006164587,0.00005177225,0.00004885433,0.00003599785],"category_scores_gemma":[0.00008963455,0.00007436146,0.00008352444,0.00008051901,0.00005307575,0.00006019659,0.000009356234,0.00005531963,0.000009993756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000292734,"about_ca_system_score_gemma":0.00008067991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002832857,"about_ca_topic_score_gemma":0.000004550791,"domain_scores_codex":[0.9993736,0.000008915462,0.0001847302,0.0001444156,0.0001531117,0.0001352812],"domain_scores_gemma":[0.9993734,0.00003448396,0.00005926842,0.0001490035,0.000281773,0.0001021041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01005626,0.006531172,0.4709736,0.000732612,0.0007871756,0.0002791228,0.002137458,0.00002096846,0.3525254,0.05163566,0.06516892,0.03915161],"study_design_scores_gemma":[0.06957192,0.03640696,0.5253209,0.0004463682,0.004428618,0.004709944,0.001672817,0.007704318,0.2861357,0.03048108,0.03190067,0.00122074],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987078,0.00009501448,0.00277439,0.001141935,0.0002961092,0.0006865761,0.0006179959,0.00009037397,0.007219573],"genre_scores_gemma":[0.9957719,0.000008725442,0.001947644,0.00008774728,0.0004615425,0.00007319249,0.0001839707,0.00001239599,0.001452897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06638971,"threshold_uncertainty_score":0.3032372,"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."}}