{"id":"W2217395853","doi":"10.7202/1073493ar","title":"Traumatisme craniocérébral","year":2020,"lang":"fr","type":"article","venue":"Frontières","topic":"Health, Medicine and Society","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Humanities; Philosophy; Art; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0009285515,0.0002873133,0.0006463732,0.0000301141,0.0006563616,0.00002033017,0.0003125173,0.001340132,0.01188496],"category_scores_gemma":[0.001047944,0.000275197,0.0002077237,0.0002941909,0.0002106493,0.0002650212,0.0001052494,0.003253019,0.006249388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001374896,"about_ca_system_score_gemma":0.0009374092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00153547,"about_ca_topic_score_gemma":0.0003804693,"domain_scores_codex":[0.9955703,0.001626367,0.0008268071,0.0004619526,0.0004157185,0.001098871],"domain_scores_gemma":[0.9976543,0.0006554362,0.0001933056,0.0003201393,0.0001119316,0.001064894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002927978,0.00004518818,0.003788692,0.001591332,0.00005136956,0.0000393321,0.1778784,0.000002476151,0.00002934512,0.006615536,0.7758774,0.03405161],"study_design_scores_gemma":[0.001485238,0.0003049132,0.02306427,0.000537058,0.00007909926,0.000002440598,0.02638474,0.002035612,0.00001213371,0.0005364015,0.9453021,0.0002559917],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1221169,0.03262338,0.007527875,0.7473058,0.012127,0.001526132,0.0002855157,0.000358949,0.07612839],"genre_scores_gemma":[0.7524841,0.003691484,0.00964763,0.1876487,0.01429837,0.00006299769,0.00007161159,0.0001266908,0.03196841],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.6303672,"threshold_uncertainty_score":0.99997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06877485144335774,"score_gpt":0.3676958845820367,"score_spread":0.298921033138679,"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."}}