{"id":"W2028979712","doi":"10.1016/j.neuchi.2012.02.022","title":"RCTs in determining treatment indications for intracranial aneurysms: What can we learn from history?","year":2012,"lang":"en","type":"review","venue":"Neurochirurgie","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta Hospital; Hôpital Notre-Dame; Health Sciences Centre","funders":"","keywords":"Medicine; Radiology; Surgery","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00008442558,0.0008112339,0.001958241,0.0005230717,0.0001660543,0.0000747822,0.0003184118,0.000430916,0.0002648035],"category_scores_gemma":[0.00007150424,0.0006700197,0.000737718,0.0002966368,0.0001009328,0.000207145,0.00005679134,0.0005238819,0.0002096596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001396444,"about_ca_system_score_gemma":0.0009227539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001462946,"about_ca_topic_score_gemma":0.0002035258,"domain_scores_codex":[0.9970245,0.000168254,0.000944486,0.0008934588,0.0002693643,0.0006999763],"domain_scores_gemma":[0.9974952,0.0007040628,0.0005051467,0.0008885886,0.00006338996,0.0003435969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005549717,0.0008481466,0.0000502408,0.00125263,0.0001485274,0.0002117436,0.0005890696,3.312072e-7,0.00001790678,0.0002211048,0.0001740915,0.9964307],"study_design_scores_gemma":[0.001300136,0.0006105611,0.0002136705,0.002832846,0.003732771,0.0004123374,0.00005037618,0.00003126551,0.000004186441,0.0001307925,0.9901996,0.0004814324],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008169283,0.9926485,0.00002473968,0.000770992,0.00128816,0.003349597,0.0002250747,0.0001658678,0.000710148],"genre_scores_gemma":[0.001267981,0.9905692,0.0007449533,0.0003206113,0.001361399,0.002348358,0.001679558,0.0001826726,0.001525214],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9959493,"threshold_uncertainty_score":0.9995751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09465039968424852,"score_gpt":0.3236652021272839,"score_spread":0.2290148024430354,"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."}}