{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003696906,0.0005813329,0.002166684,0.005353804,0.0004213919,0.002111901,0.001076445,0.001362608,0.002097839],"category_scores_gemma":[0.0188748,0.0003949205,0.002200955,0.005228247,0.0005182726,0.001493853,0.000927025,0.0009263959,0.0001502543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001135724,"about_ca_system_score_gemma":0.00432849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003478064,"about_ca_topic_score_gemma":0.009154995,"domain_scores_codex":[0.9979374,0.0007686662,0.000545397,0.000164488,0.0005125397,0.00007149464],"domain_scores_gemma":[0.9813377,0.0151321,0.00191721,0.0001263742,0.001261603,0.0002249603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001581513,0.0001409204,0.004427404,0.6350629,0.002971541,0.0001870793,0.001546907,0.00009773937,0.0001871285,0.0005386904,0.00393468,0.350747],"study_design_scores_gemma":[0.00008768107,0.0005266841,0.03379083,0.8850068,0.01549875,0.001691447,0.003817692,0.0001035843,0.0002500299,0.000586456,0.05857781,0.00006211852],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001806158,0.9973315,0.0000393733,0.0002632439,0.00008725541,0.0000345313,0.00004857023,0.000001972217,0.0003874096],"genre_scores_gemma":[0.01270749,0.9866545,0.0001929684,0.0002205042,0.00006491857,0.00006686187,0.00004315429,0.000001079425,0.00004848636],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005353804,"threshold_uncertainty_score":0.01955134,"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."}}