{"id":"W7065226628","doi":"","title":"Développement d’outils de prédiction des complications et des récidives de l’infection à Clostridium difficile","year":2017,"lang":"fr","type":"dissertation","venue":"Knowledge UdeS (Institutional Deposit of the University of Sherbrooke)","topic":"Atomic and Molecular Physics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Clostridium difficile; Clostridium Infections; Lung disease; Medical screening; Motion study","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.01497406,0.002052768,0.001526403,0.003035209,0.0006129269,0.003043333,0.001319667,0.001213321,0.002019666],"category_scores_gemma":[0.03362822,0.0006506707,0.002596169,0.001469358,0.0004857544,0.001318995,0.00127431,0.001450045,0.0006595633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001031763,"about_ca_system_score_gemma":0.001352944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005027476,"about_ca_topic_score_gemma":0.004025782,"domain_scores_codex":[0.9921569,0.004290278,0.0006569357,0.0008696977,0.001517771,0.0005084221],"domain_scores_gemma":[0.9561508,0.02472604,0.00835845,0.002188716,0.006910692,0.001665369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001967072,0.0004204153,0.9681544,0.0002227142,0.0005444951,0.00005838758,0.000274873,0.001701217,0.0004512813,0.00007475718,0.0008613846,0.02526891],"study_design_scores_gemma":[0.0002758402,0.004337103,0.9467082,0.0005353044,0.00139222,0.0004340457,0.0006051522,0.03834457,0.003668023,0.0003924261,0.003173058,0.0001340929],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9755669,0.002362484,0.01434383,0.000446457,0.0001935884,0.0005975298,0.003988565,0.0002671502,0.002233436],"genre_scores_gemma":[0.9807127,0.0008577268,0.011961,0.0001073926,0.0001025453,0.0006532178,0.004394846,0.00004260181,0.00116803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01497406,"threshold_uncertainty_score":0.07919133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0187694595461041,"score_gpt":0.2525398053428543,"score_spread":0.2337703457967502,"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."}}