{"id":"W4306407857","doi":"10.1227/neu.0000000000002129","title":"First-Pass Effect Predicts Clinical Outcome and Infarct Growth After Thrombectomy for Distal Medium Vessel Occlusions","year":2022,"lang":"en","type":"article","venue":"Neurosurgery","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Royal Columbian Hospital","funders":"","keywords":"Medicine; Cardiology; Internal medicine; Outcome (game theory); 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":[0.0009244513,0.0002672656,0.0006553383,0.0001543215,0.0002687187,0.00002654167,0.0001478619,0.00008102064,0.0002228666],"category_scores_gemma":[0.001421247,0.0002310441,0.0003272871,0.0002127598,0.0001636019,0.00008113978,0.0008719577,0.0005000978,0.000009025095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006928868,"about_ca_system_score_gemma":0.00006363585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001044154,"about_ca_topic_score_gemma":0.000001944528,"domain_scores_codex":[0.9975888,0.0001541286,0.000660251,0.0006074728,0.0005444456,0.0004449721],"domain_scores_gemma":[0.9969763,0.002098215,0.0001533926,0.000456164,0.0000464069,0.0002694931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001182847,0.0002102202,0.8210296,0.0003247678,0.0001037586,0.0003856847,0.00005208893,0.000002969048,0.0002846658,0.00001474108,0.1761938,0.0002148356],"study_design_scores_gemma":[0.002628509,0.0008873225,0.7958353,0.00003500114,0.000336344,0.0001263338,0.00002104126,0.0004449963,0.0001358513,0.0000142772,0.1993336,0.0002015003],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871795,0.0001237102,0.0002302467,0.007512705,0.002311643,0.001339762,0.000203738,0.0001649016,0.0009337827],"genre_scores_gemma":[0.992146,0.000049106,0.0001766652,0.005324432,0.000450881,0.0007994333,0.0000869026,0.00006719476,0.0008994233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02519436,"threshold_uncertainty_score":0.9421707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02202883875215553,"score_gpt":0.3036559607650855,"score_spread":0.2816271220129299,"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."}}