{"id":"W4409323925","doi":"10.29393/ce31-2iggf40002","title":"IMPLEMENTACIÓN DE GUÍAS DE LA REGISTERED NURSES’ ASSOCIATION OF ONTARIO (RNAO) A TRAVÉS DEL APRENDIZAJE BASADO EN PROBLEMAS","year":2025,"lang":"es","type":"article","venue":"Ciencia y enfermería/Ciencia y enfermería","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Medicine; Psychology; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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":["research_integrity"],"category_scores_codex":[0.01774927,0.0008519973,0.001392708,0.001507696,0.002366954,0.0003239721,0.001930679,0.001395178,0.002754228],"category_scores_gemma":[0.007201137,0.0008670016,0.0004935813,0.003870499,0.0009672905,0.001023255,0.0005796358,0.002735558,0.0001998699],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.02112979,"about_ca_system_score_gemma":0.0718144,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08003902,"about_ca_topic_score_gemma":0.02573472,"domain_scores_codex":[0.9838237,0.00481418,0.002854063,0.001664451,0.002273777,0.004569892],"domain_scores_gemma":[0.9908702,0.003325763,0.001870712,0.001435452,0.001042763,0.001455099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002146976,0.001239006,0.8174863,0.001856182,0.0001564097,0.00001871412,0.07612428,0.00006603603,0.03168453,0.009989819,0.04780639,0.01335767],"study_design_scores_gemma":[0.001950923,0.000538938,0.8150271,0.001480312,0.0002240872,0.00001865051,0.01136775,0.001003582,0.003520938,0.002515634,0.1616125,0.0007396868],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9032027,0.0004269123,0.002314324,0.003262376,0.002314537,0.003128908,0.0002168581,0.0001644794,0.08496894],"genre_scores_gemma":[0.946062,0.000722361,0.002737444,0.002060047,0.0005475445,0.0006387694,0.00009991985,0.00007471311,0.04705721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1138061,"threshold_uncertainty_score":0.9999012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06348956744107244,"score_gpt":0.4589492045509027,"score_spread":0.3954596371098302,"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."}}