{"id":"W2901988721","doi":"10.5430/jnep.v9n3p109","title":"Development and validation of educational videos addressing indwelling catheterization","year":2018,"lang":"en","type":"article","venue":"Journal of Nursing Education and Practice","topic":"Health Education and Validation","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Likert scale; Medicine; Delphi method; Medical education; Psychology; Nursing; Computer science; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002028413,0.00005384176,0.00009097317,0.0002031337,0.0006474606,0.00008390739,0.00005101192,0.00005802746,0.00008805347],"category_scores_gemma":[0.002969448,0.00005538086,0.00001284439,0.0002192942,0.0001543684,0.0009641254,0.000005300458,0.00008828103,0.000002574634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001505459,"about_ca_system_score_gemma":0.002395204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005964079,"about_ca_topic_score_gemma":0.000005696773,"domain_scores_codex":[0.9987797,0.0003811974,0.0004065212,0.00008375048,0.0002574232,0.00009147269],"domain_scores_gemma":[0.9973594,0.0006574817,0.0008164305,0.00004908537,0.0009917694,0.0001258458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001063099,0.0009988784,0.002528176,0.00005950843,0.00002219246,6.17889e-8,0.470688,0.000003054381,0.002016418,0.02008448,0.001790093,0.5017028],"study_design_scores_gemma":[0.000678145,0.0002691364,0.04468342,0.002104438,0.0002113145,0.0002726541,0.202276,0.00007569218,0.0125874,0.006008305,0.7304687,0.0003647839],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9382984,0.0004787318,0.002434645,0.0386115,0.002290013,0.0001501023,4.497698e-7,0.000005552775,0.01773058],"genre_scores_gemma":[0.9614517,0.0002439703,0.03671915,0.0004135874,0.0009244536,0.000002244103,0.000005562451,0.000005853512,0.0002334684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7286786,"threshold_uncertainty_score":0.4979809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.278099143313457,"score_gpt":0.5343618544124523,"score_spread":0.2562627110989953,"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."}}