{"id":"W4413908963","doi":"10.3390/curroncol32090492","title":"Nurse Practitioner Care Delivery Models: Meeting the Rapidly Expanding Needs of Cancer Patients","year":2025,"lang":"en","type":"review","venue":"Current Oncology","topic":"Colorectal Cancer Treatments and Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; College & Association of Registered Nurses of Alberta; Alberta Health Services; Athabasca University","funders":"Canada Research Chairs; Alberta Health Services","keywords":"Medicine; Nursing; Healthcare delivery; Family medicine; Health care","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0036984,0.0004837555,0.0004741297,0.001243996,0.0007397488,0.0021783,0.001416914,0.00144804,0.00158018],"category_scores_gemma":[0.004738943,0.0001980892,0.0006678327,0.001828062,0.0007901053,0.00141556,0.001165656,0.001645993,0.0003341763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008730714,"about_ca_system_score_gemma":0.01587202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1210079,"about_ca_topic_score_gemma":0.1916445,"domain_scores_codex":[0.9979587,0.0008278288,0.00011888,0.0001248501,0.0007589494,0.0002107782],"domain_scores_gemma":[0.9983091,0.000721456,0.0002455621,0.00003209942,0.0005174429,0.0001743785],"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":[0.00006778238,0.00009235061,0.002206678,0.03166852,0.0001735534,0.0001962961,0.001938918,0.0007585923,0.0002805347,0.02787079,0.03710736,0.8976387],"study_design_scores_gemma":[0.00006848636,0.0001595371,0.01022211,0.0379736,0.0002657187,0.001165374,0.0033428,0.0006869084,0.0002155228,0.007030706,0.9388103,0.00005894701],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002139032,0.9777579,0.0008898303,0.0110332,0.0005689794,0.00005620431,0.00004503778,0.0000213746,0.007488565],"genre_scores_gemma":[0.02041833,0.9736506,0.001947415,0.002496956,0.0001880042,0.00006210111,0.00006089857,0.000005788126,0.001169957],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1210079,"threshold_uncertainty_score":0.2406072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1144575047364292,"score_gpt":0.452153313227842,"score_spread":0.3376958084914128,"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."}}