{"id":"W1912281879","doi":"10.3171/2012.6.jns111690","title":"Early induction of hypothermia for evacuated intracranial hematomas: a post hoc analysis of two clinical trials","year":2012,"lang":"en","type":"article","venue":"Journal of neurosurgery","topic":"Thermal Regulation in Medicine","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Institute of Neurological Disorders and Stroke","keywords":"Medicine; Hypothermia; Anesthesia; Randomized controlled trial; Craniotomy; Clinical trial; Traumatic brain injury; Surgery; Internal medicine","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.009919167,0.0001459192,0.002070282,0.001157723,0.00001864095,0.000005849075,0.00009290122,0.0001438622,0.000129476],"category_scores_gemma":[0.01173904,0.0001036259,0.001276612,0.0009735335,0.0001325108,0.0002192225,0.00001404616,0.0003069597,0.000001093623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003308851,"about_ca_system_score_gemma":0.0001760012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005841986,"about_ca_topic_score_gemma":4.857024e-7,"domain_scores_codex":[0.9948804,0.0007172059,0.003427983,0.000118948,0.0006414296,0.0002140389],"domain_scores_gemma":[0.9911569,0.003686435,0.003654357,0.0002491751,0.0009887832,0.0002643996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.01713921,0.001674413,0.449243,0.0001931372,0.004114604,0.00004878021,0.0005194613,0.0001186479,0.4843502,0.00006491614,0.001158364,0.04137518],"study_design_scores_gemma":[0.005016556,0.001781362,0.9799176,0.0002073827,0.005764524,0.0003104083,0.00007714263,0.0003055969,0.006146739,0.0000358237,0.0003513223,0.00008551077],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962695,0.0002889493,0.000775151,0.000657032,0.001662763,0.0003006406,0.00001973168,0.00001377765,0.00001245823],"genre_scores_gemma":[0.9972416,0.00006761022,0.0006765046,0.000238858,0.001692802,0.000002888122,0.000005215347,0.00003724258,0.00003734724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5306746,"threshold_uncertainty_score":0.9965855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1750014841680849,"score_gpt":0.4602910802620275,"score_spread":0.2852895960939426,"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."}}