{"id":"W4385884694","doi":"10.36926/editorainovar-978-65-5388-155-6_011","title":"MANIFESTAÇÕES PSICOSSOMÁTICAS EM ESTUDANTES DE MEDICINA DEVIDO AO COTIDIANO ACADÊMICO","year":2023,"lang":"pt","type":"book-chapter","venue":"","topic":"Education Pedagogy and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Sociology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003582839,0.0007434798,0.0008271754,0.0003785026,0.001743047,0.0004301856,0.001172408,0.001310888,0.04110062],"category_scores_gemma":[0.002041009,0.0007105935,0.0003469819,0.0003181138,0.001008896,0.0007312946,0.0002374803,0.001538377,0.01596381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002573948,"about_ca_system_score_gemma":0.002301804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00224221,"about_ca_topic_score_gemma":0.01533693,"domain_scores_codex":[0.9951205,0.0005105674,0.0009567164,0.001021702,0.001244939,0.001145597],"domain_scores_gemma":[0.9918032,0.005631444,0.0008356777,0.0006315145,0.0003780018,0.0007202197],"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":[0.00005220846,0.0001417814,0.004396565,0.0001935406,0.0004741733,0.0001766874,0.06500866,0.000001868514,0.00001437177,0.8607292,0.05925718,0.009553802],"study_design_scores_gemma":[0.0003291887,0.0002025505,0.002864148,0.0006328215,0.0007223602,0.00005333888,0.1048114,0.00001866573,0.00005537745,0.03560113,0.8536451,0.001063883],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004269233,0.002002812,0.00008880263,0.04304846,0.004889823,0.0007921329,0.00006362877,0.0005106175,0.9443345],"genre_scores_gemma":[0.0898229,0.01916532,0.0002579048,0.003361609,0.002442714,0.00004368219,0.00006184407,0.000132596,0.8847114],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.825128,"threshold_uncertainty_score":0.9999856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1652491096395735,"score_gpt":0.4222622345132346,"score_spread":0.2570131248736611,"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."}}