{"id":"W3039804059","doi":"10.4000/laboreal.15728","title":"Con experiencia, pero frágiles : la complejidad del trabajo real que enfrentan los auxiliares de enfermería en geriatría en Quebec","year":2020,"lang":"es","type":"article","venue":"Laboreal","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministère de l’Emploi et de la Solidarité Sociale (Québec)","funders":"","keywords":"Humanities; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.002484973,0.0008025543,0.001343039,0.0001577928,0.001065759,0.000235479,0.0008291142,0.001501288,0.00222704],"category_scores_gemma":[0.001714946,0.0007624928,0.0002728109,0.0005431328,0.0002687074,0.000685852,0.0003286094,0.002504311,0.0004839706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008094599,"about_ca_system_score_gemma":0.005129013,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.413683,"about_ca_topic_score_gemma":0.1544696,"domain_scores_codex":[0.9823222,0.01223859,0.001794865,0.001121776,0.000796532,0.001726089],"domain_scores_gemma":[0.9911973,0.005203118,0.0008853317,0.0007552283,0.0004006841,0.001558354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001225116,0.0005322399,0.2611192,0.006070539,0.0004058798,0.0007083839,0.5002164,0.00001451657,0.006262488,0.13375,0.05820861,0.03148666],"study_design_scores_gemma":[0.001645705,0.0005045269,0.3017009,0.0009164561,0.0001440365,0.00003264917,0.08149995,0.0005607218,0.000254978,0.0001370135,0.6117687,0.0008343727],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9299026,0.001663954,0.0001752401,0.02703883,0.001670416,0.00199597,0.003424613,0.0004539665,0.03367441],"genre_scores_gemma":[0.9850856,0.002839896,0.0006967526,0.003703078,0.005120785,0.0002697331,0.0003874207,0.0001819274,0.001714798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5535601,"threshold_uncertainty_score":0.9997969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06303134757049546,"score_gpt":0.4381347641308753,"score_spread":0.3751034165603798,"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."}}