{"id":"W4200630859","doi":"10.7202/1086398ar","title":"Recherche et mobilisation des connaissances en sciences infirmières dans un monde en turbulence : un constat critique, mais des innovations possibles","year":2022,"lang":"fr","type":"article","venue":"Science of Nursing and Health Practices","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","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":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.09874759,0.0003792422,0.0006676619,0.0008058394,0.01500579,0.00034078,0.0008767413,0.000261313,0.0004515486],"category_scores_gemma":[0.02253235,0.0003705359,0.00005998305,0.004740355,0.01230436,0.006063098,0.0003110681,0.002776003,0.000008511648],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001602566,"about_ca_system_score_gemma":0.01288631,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02718467,"about_ca_topic_score_gemma":0.001551008,"domain_scores_codex":[0.9658305,0.02840671,0.001750485,0.001091878,0.001401505,0.001518916],"domain_scores_gemma":[0.9709475,0.02255898,0.004207773,0.0005017957,0.00116903,0.0006148953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001444477,0.0008794314,0.03380487,0.003845754,0.00004037204,0.00001431923,0.4693105,0.0003574014,0.00121239,0.1688957,0.002880995,0.3186139],"study_design_scores_gemma":[0.0006505353,0.002489275,0.08401626,0.006576183,0.00008232027,0.0005097894,0.7407742,0.002410094,0.0004704686,0.1469118,0.01456919,0.0005399368],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6253351,0.06409496,0.000771182,0.2923539,0.002475041,0.001610728,0.0002235029,0.0001388757,0.01299672],"genre_scores_gemma":[0.9135857,0.02115678,0.06243713,0.001906216,0.0001910486,0.0001543704,0.00001047923,0.00002906368,0.0005292639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3180739,"threshold_uncertainty_score":0.9998747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5366205953387565,"score_gpt":0.6255798624884954,"score_spread":0.0889592671497389,"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."}}