{"id":"W2027843845","doi":"10.5737/23688076252144149","title":"Prospective roles for Canadian oncology nurses in breast cancer rapid diagnostic clinics","year":2015,"lang":"en","type":"article","venue":"Canadian Oncology Nursing Journal","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University; McMaster University; Princess Margaret Cancer Centre; Cancer Care Ontario","funders":"","keywords":"Medicine; Breast cancer; Oncology; Internal medicine; Cancer; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01870404,0.0004258353,0.0002400267,0.001441377,0.02727172,0.008329344,0.003146566,0.003083373,0.005830873],"category_scores_gemma":[0.02536849,0.000576606,0.000569496,0.001582744,0.009146742,0.003261017,0.008858731,0.003669251,0.001186745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08121464,"about_ca_system_score_gemma":0.3026239,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8266969,"about_ca_topic_score_gemma":0.9525287,"domain_scores_codex":[0.9804928,0.006499615,0.0004460515,0.001023964,0.005605036,0.005932552],"domain_scores_gemma":[0.9610347,0.004261776,0.00204306,0.0009616482,0.0109387,0.02076027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003447431,0.0003902378,0.0693344,0.0006796488,0.00002641426,0.002781886,0.200755,0.001066083,0.002104023,0.152363,0.1838662,0.3862883],"study_design_scores_gemma":[0.0001119624,0.000308311,0.05299778,0.00140468,0.00003642996,0.00181397,0.2244402,0.001303669,0.001098801,0.01179369,0.7042737,0.0004168532],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3467274,0.0102136,0.01573698,0.2218306,0.005782148,0.001132488,0.0002948787,0.0002810419,0.3980009],"genre_scores_gemma":[0.9226932,0.004788704,0.01908858,0.01099236,0.0001753046,0.0002419466,0.0002211229,0.00006661988,0.04173215],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1733031,"threshold_uncertainty_score":0.5892563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07147023032851114,"score_gpt":0.4832291763648496,"score_spread":0.4117589460363385,"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."}}