{"id":"W4404324790","doi":"10.37951/2675-5009.2023v3i09.97","title":"PERFIL EPIDEMIOLÓGICO E CLÍNICO-FUNCIONAL DE PACIENTES VÍTIMAS DE TRAUMATISMO CRANIOENCEFÁLICO","year":2023,"lang":"pt","type":"article","venue":"REVISTA CIENTIFICA CEREM-GO","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006756081,0.0002733951,0.0003925812,0.001743167,0.0007348264,0.001004296,0.0002586756,0.0004503666,0.001703095],"category_scores_gemma":[0.003701175,0.0002067646,0.0003438514,0.001978841,0.0004492775,0.0005917639,0.0007001971,0.0004015061,0.0002138549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009050597,"about_ca_system_score_gemma":0.001074634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02102564,"about_ca_topic_score_gemma":0.02230467,"domain_scores_codex":[0.9993848,0.000150645,0.00008890576,0.00008825782,0.0001139761,0.0001734145],"domain_scores_gemma":[0.998612,0.0001928009,0.0006950904,0.0000491938,0.0002701804,0.0001805668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005764069,0.00002309837,0.997344,0.00002756514,0.00001675945,0.0001905888,0.0004772585,0.00002326557,0.0001364189,0.0000201668,0.00006809802,0.001615189],"study_design_scores_gemma":[0.000002743429,0.0001717255,0.9960504,0.00003965575,0.00002592395,0.0007202227,0.002470897,0.00007730513,0.00008372846,0.00004188126,0.0003085112,0.000006984439],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983114,0.0004961273,0.0000721504,0.0001122654,0.000005309264,0.00001768543,0.0003632439,0.000003189311,0.0006185439],"genre_scores_gemma":[0.9989792,0.000407297,0.00008787134,0.00002597539,0.000007194967,0.00001604041,0.0002392946,0.000001042651,0.0002360956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02102564,"threshold_uncertainty_score":0.04180652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0636777434101471,"score_gpt":0.3151827475784028,"score_spread":0.2515050041682557,"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."}}