{"id":"W4234069054","doi":"10.1503/cmaj.1041265","title":"Les infections nosocomiales : que faut-il faire?","year":2004,"lang":"fr","type":"article","venue":"Canadian Medical Association Journal","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006394414,0.0007374675,0.001079154,0.001021205,0.003622846,0.01069969,0.0009021143,0.008285872,0.006118596],"category_scores_gemma":[0.02250624,0.0004288647,0.0006971715,0.0011126,0.01001898,0.01442601,0.002120279,0.009928035,0.002116745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004734978,"about_ca_system_score_gemma":0.01051795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05100983,"about_ca_topic_score_gemma":0.07375959,"domain_scores_codex":[0.9953121,0.001551311,0.0003160079,0.0004711968,0.001488979,0.000860417],"domain_scores_gemma":[0.9872192,0.004123755,0.001422873,0.0006252962,0.004303344,0.002305617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003888841,0.0002889604,0.03404985,0.002018839,0.0001518205,0.001819241,0.01746016,0.0001818741,0.001510617,0.08396589,0.2838404,0.5743235],"study_design_scores_gemma":[0.00006561248,0.0003450116,0.03263544,0.01033213,0.0001417901,0.00918596,0.05511542,0.000292953,0.0008448649,0.1215381,0.7692481,0.000254495],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.009347618,0.1816923,0.001555901,0.7871889,0.006717081,0.00001901927,0.00009869032,0.00007569367,0.01330474],"genre_scores_gemma":[0.3150394,0.3711306,0.004893741,0.2512573,0.02543823,0.00008510849,0.0002504101,0.0001511083,0.03175412],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.05100983,"threshold_uncertainty_score":0.1014258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05759844540776241,"score_gpt":0.4096969056398716,"score_spread":0.3520984602321092,"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."}}