{"id":"W4297691244","doi":"10.2196/38190","title":"Investigating Recovery After Subarachnoid Hemorrhage With the Imaging, Cognition and Outcome of Neuropsychological Functioning After Subarachnoid Hemorrhage (ICONS) Study: Protocol for a Longitudinal, Prospective Cohort Study","year":2022,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Subarachnoid hemorrhage; Medicine; Neuropsychology; Prospective cohort study; Psychosocial; Neurology; Neurosurgery; Cognition; Anesthesia; Psychiatry; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01733446,0.003955255,0.004393654,0.001721744,0.003045228,0.001522241,0.002305426,0.003473713,0.01323575],"category_scores_gemma":[0.01288369,0.001904863,0.00282162,0.002233165,0.001561385,0.001805404,0.001872112,0.00255009,0.003539902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003675797,"about_ca_system_score_gemma":0.01409867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005024617,"about_ca_topic_score_gemma":0.007272083,"domain_scores_codex":[0.9912282,0.004594011,0.001594201,0.001097662,0.000694906,0.0007910506],"domain_scores_gemma":[0.9910172,0.001246236,0.001763973,0.001383886,0.003272032,0.00131668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.567476,0.05774438,0.1229712,0.03339101,0.005224774,0.003754652,0.005688479,0.008012747,0.01209572,0.01023885,0.0811587,0.09224346],"study_design_scores_gemma":[0.3968307,0.09534731,0.2932042,0.01004698,0.003129381,0.001115252,0.003552377,0.007055574,0.004167854,0.006517503,0.1781133,0.0009197742],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.01106499,0.0002529546,0.001431696,0.0001431597,0.0001337861,0.9827232,0.003549862,0.00003908566,0.0006611986],"genre_scores_gemma":[0.004933785,0.0001242682,0.001755649,0.00009624767,0.00003554571,0.9918594,0.001003744,0.000003339349,0.0001880443],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.01733446,"threshold_uncertainty_score":0.09167451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1096409310583253,"score_gpt":0.440413137700056,"score_spread":0.3307722066417307,"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."}}