{"id":"W4312077091","doi":"10.55232/1085001.21","title":"ACUPUNTURA PREVINE O AGRAVAMENTO DE NEUROPATIA","year":2022,"lang":"pt","type":"book-chapter","venue":"Instituto Scientia eBooks","topic":"Intraoperative Neuromonitoring and Anesthetic Effects","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ouranos","funders":"","keywords":"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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001018016,0.001169864,0.001162136,0.0006373042,0.001409913,0.0003491021,0.0008630432,0.0003693229,0.004203715],"category_scores_gemma":[0.0002018867,0.001046047,0.0005934868,0.0001266758,0.001070621,0.0001334881,0.0005943585,0.00212049,0.001070072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000495867,"about_ca_system_score_gemma":0.001056742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001382427,"about_ca_topic_score_gemma":0.00001250026,"domain_scores_codex":[0.9944252,0.0002829748,0.0009041352,0.001603743,0.001573891,0.00121],"domain_scores_gemma":[0.9970065,0.0001740006,0.000453186,0.001338933,0.000291744,0.0007355948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001362493,0.001137446,0.002513515,0.003905885,0.00161211,0.03786381,0.01075293,0.0007371999,0.188774,0.6230342,0.009627956,0.1186784],"study_design_scores_gemma":[0.001936542,0.002248444,0.0004564225,0.002106332,0.001103558,0.001876819,0.00006564402,0.0003630154,0.01133188,0.0001776725,0.9771403,0.001193345],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1022532,0.001087411,0.0001596716,0.000471137,0.01295037,0.002820322,0.0001427013,0.0004022514,0.8797129],"genre_scores_gemma":[0.452763,0.0001327992,0.0001737674,0.00128353,0.001383012,0.0001245646,0.00009557659,0.0001981809,0.5438456],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9675124,"threshold_uncertainty_score":0.9998901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0243755402982104,"score_gpt":0.2714197826077364,"score_spread":0.247044242309526,"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."}}