{"id":"W3200688001","doi":"10.2196/27854","title":"Nursing Student Perceptions and Attitudes Toward Patients With Cancer After Education and Mentoring: Integrative Review","year":2021,"lang":"en","type":"review","venue":"JMIR Cancer","topic":"Nursing education and management","field":"Nursing","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perception; Nursing; Psychology; Nurse education; Medicine; Medical education","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00007626452,0.0004243276,0.0009177914,0.0001528775,0.0001269546,0.000160667,0.0001105161,0.00009710879,0.000473714],"category_scores_gemma":[0.00001060634,0.0003121697,0.0001067009,0.0002964757,0.0001128194,0.0001672309,0.00004690249,0.0002810928,0.000005040193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001378796,"about_ca_system_score_gemma":0.0003503212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001034888,"about_ca_topic_score_gemma":0.0001017718,"domain_scores_codex":[0.9983116,0.0001504604,0.0003632089,0.0006160795,0.000305268,0.0002534307],"domain_scores_gemma":[0.9990386,0.00002727504,0.0002692542,0.0002841408,0.0002337157,0.0001470382],"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":[0.000008690356,0.0004535398,0.001495719,0.01976841,0.0001327302,3.310622e-7,0.004005368,4.86097e-8,3.862549e-8,0.00002540048,0.03255445,0.9415553],"study_design_scores_gemma":[0.0001306298,0.00004671371,0.01457626,0.2564137,0.001300085,0.000001841349,0.0004545236,6.700875e-8,8.496387e-8,0.000003098788,0.7267895,0.0002835287],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002306365,0.9912667,0.000002907285,0.001272632,0.004324459,0.002339338,0.00004241725,0.00003529064,0.000485644],"genre_scores_gemma":[0.0001598569,0.9886565,0.0001291651,0.0007664329,0.0003465565,0.00564982,0.000129655,0.00006150652,0.004100477],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9412717,"threshold_uncertainty_score":0.9999331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03723844012004756,"score_gpt":0.4502690650678789,"score_spread":0.4130306249478313,"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."}}