{"id":"W3209359680","doi":"10.1016/j.revmed.2021.10.002","title":"Une polyarthrite qui fait tourner les têtes","year":2021,"lang":"fr","type":"article","venue":"La Revue de Médecine Interne","topic":"Syphilis Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hotel Dieu Hospital","funders":"","keywords":"Philosophy; Humanities","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003063457,0.0004520197,0.0008216637,0.0001250143,0.00007706765,0.0001172883,0.0002003655,0.0003429101,0.00805563],"category_scores_gemma":[0.0005682549,0.0004293884,0.0004584555,0.0004436178,0.0001885603,0.0001188559,0.0001895005,0.0005170124,0.0009858737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003606843,"about_ca_system_score_gemma":0.0001689776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002750194,"about_ca_topic_score_gemma":0.002236104,"domain_scores_codex":[0.9974135,0.0002368818,0.0006677468,0.0006604909,0.0002713023,0.0007501425],"domain_scores_gemma":[0.9978395,0.0005764698,0.0001625669,0.0007583965,0.0002219044,0.000441165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001328248,0.003487685,0.7408445,0.0004957153,0.0009944072,0.01292534,0.001200556,0.00002735631,0.002964054,0.02212165,0.0406641,0.1741417],"study_design_scores_gemma":[0.006325608,0.000709564,0.5423015,0.007592118,0.0009410864,0.004224401,0.001421661,0.0003370003,0.02067102,0.001416701,0.4135629,0.0004964974],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6737736,0.1555789,0.000316534,0.1402306,0.002339544,0.0002853562,0.00009054447,0.00009132508,0.02729366],"genre_scores_gemma":[0.900853,0.007555718,0.001065774,0.001580641,0.003847507,0.00006449576,0.0001174818,0.00009442236,0.084821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3728988,"threshold_uncertainty_score":0.9998158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01912952722136833,"score_gpt":0.2858168908000328,"score_spread":0.2666873635786644,"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."}}