{"id":"W4411628988","doi":"10.36584/cjic.2020.002.03.74.81","title":"La déviance positive : faire autrement pour améliorer l’hygiène des mains des infirmières","year":2020,"lang":"fr","type":"article","venue":"Canadian Journal of Infection Control","topic":"Health, Medicine and Society","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mains electricity; Medicine; Art; Psychology; Engineering; Electrical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002274566,0.0002944258,0.0006544985,0.0002303842,0.001383004,0.00007520864,0.0001569425,0.0008228234,0.0013141],"category_scores_gemma":[0.003560181,0.0002793408,0.0002990562,0.0005071683,0.0006441239,0.000492262,0.00001280596,0.003345112,0.0001771004],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001909007,"about_ca_system_score_gemma":0.01255582,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07003243,"about_ca_topic_score_gemma":0.1443031,"domain_scores_codex":[0.9946208,0.002735547,0.001100551,0.0002252524,0.0002945624,0.00102326],"domain_scores_gemma":[0.9934449,0.001310474,0.0006733696,0.0001442347,0.001034088,0.003392895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002286677,0.0001488338,0.549783,0.001413344,0.0008358897,0.001267871,0.1129965,0.001366605,0.0001603454,0.006738639,0.1952729,0.1297874],"study_design_scores_gemma":[0.00555882,0.001230161,0.4872076,0.002999139,0.0003499433,0.0002456636,0.01607803,0.001304955,0.00001441475,0.0008595556,0.4838215,0.0003302908],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7622826,0.01832528,0.03323344,0.1725977,0.005247281,0.001120729,0.0002492795,0.00003664494,0.006907046],"genre_scores_gemma":[0.971642,0.001828013,0.0003001943,0.02171841,0.003482412,0.00001435255,0.000003731265,0.00004448718,0.0009664413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2885486,"threshold_uncertainty_score":0.9999658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03959320348792798,"score_gpt":0.33644034104865,"score_spread":0.296847137560722,"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."}}