{"id":"W2252627056","doi":"10.1007/978-3-319-04981-6_1","title":"Vasospasm: My First 25 Years—What Worked? What Didn’t? What Next?","year":2014,"lang":"en","type":"article","venue":"Acta neurochirurgica. Supplementum","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital","funders":"H2020 European Research Council; Physicians' Services Incorporated Foundation","keywords":"Medicine; Vasospasm; Subarachnoid hemorrhage; Cerebral vasospasm; Nimodipine; Ischemia; Stroke (engine); Cerebral blood flow; Angioplasty; Clinical trial; Neurology; Neuroprotection; Aneurysm; Anesthesia; Cardiology; Internal medicine; Surgery","routes":{"ca_aff":true,"ca_fund":true,"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","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000203803,0.0005465187,0.0006202853,0.000206899,0.0004470314,0.002105963,0.0005265714,0.0001646295,0.004770575],"category_scores_gemma":[0.00005079377,0.0004933739,0.0003553702,0.0004526515,0.000151207,0.004505001,0.0002591291,0.0004646214,0.001077378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009453798,"about_ca_system_score_gemma":0.00006804337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004479616,"about_ca_topic_score_gemma":0.00005973557,"domain_scores_codex":[0.9966992,0.0001244728,0.0006384716,0.000927823,0.0006813532,0.0009286446],"domain_scores_gemma":[0.9975697,0.000324547,0.0002171369,0.001288374,0.0001230469,0.0004771767],"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":[0.002305676,0.009243926,0.01478632,0.0007538362,0.001642762,0.001912287,0.006984047,0.00003920797,0.02020939,0.03597197,0.219464,0.6866865],"study_design_scores_gemma":[0.003759924,0.0009571556,0.01562929,0.0005013295,0.0004446949,0.0003163514,0.002126282,0.0005114542,0.0008826997,0.0009079849,0.9733775,0.0005853641],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8499873,0.003699914,0.0002474251,0.1332514,0.004293866,0.002885103,0.00003030805,0.0007173817,0.00488726],"genre_scores_gemma":[0.9690771,0.0190612,0.0003904357,0.006180184,0.0009229921,0.0002759717,0.0006907938,0.0001146954,0.003286593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7539134,"threshold_uncertainty_score":0.9997518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01680063324748658,"score_gpt":0.2502017118322934,"score_spread":0.2334010785848069,"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."}}