{"id":"W4405288853","doi":"10.47854/jmgm3w08","title":"Santé publique","year":2024,"lang":"fr","type":"article","venue":"Anthropen","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Political science; Philosophy","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004392054,0.0002337516,0.0003802684,0.0001302076,0.0007236619,0.0002651091,0.0002809015,0.000689799,0.05016673],"category_scores_gemma":[0.0007626814,0.0001991936,0.0001131176,0.0005378245,0.0001921021,0.001473879,0.0002120169,0.001888444,0.03368859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002331539,"about_ca_system_score_gemma":0.002559146,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0352391,"about_ca_topic_score_gemma":0.004013351,"domain_scores_codex":[0.9933953,0.00418839,0.0007476826,0.0005030882,0.0002780086,0.0008875019],"domain_scores_gemma":[0.9962261,0.002613152,0.0001385716,0.0004766119,0.0001708931,0.0003746207],"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":[0.00001154838,0.00003780319,0.000578139,0.003599248,0.00007513339,0.0002931864,0.009773809,3.706733e-7,0.00001312785,0.1115956,0.599368,0.274654],"study_design_scores_gemma":[0.0001267966,0.0001405676,0.001581783,0.004171293,0.00004311157,0.00005375443,0.006577701,0.0003731185,0.00001053821,0.001402809,0.9852884,0.0002301619],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.003185936,0.189067,0.0006000268,0.4027154,0.03494437,0.001159153,0.0001583687,0.0002415786,0.3679282],"genre_scores_gemma":[0.6052257,0.01975828,0.0004912083,0.006187429,0.007526604,0.0001032745,0.00002743507,0.0001035754,0.3605765],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6020398,"threshold_uncertainty_score":0.9711853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1543863983283732,"score_gpt":0.5585532559168267,"score_spread":0.4041668575884535,"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."}}