{"id":"W4409767766","doi":"10.3390/curroncol32050249","title":"Current and Future Directions Using Virtual Avenues for Care Delivery Across the Cancer Continuum","year":2025,"lang":"en","type":"article","venue":"Current Oncology","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; Toronto Metropolitan University","funders":"","keywords":"Workforce; Medicine; Nursing; Psychological intervention; Oncology nursing; Scope (computer science); Scope of practice; Health care; Nurse education; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.02415817,0.0004658134,0.0005528319,0.00127036,0.001960668,0.008646434,0.003535212,0.007001683,0.02951941],"category_scores_gemma":[0.02769808,0.0003930471,0.00144148,0.001788563,0.006225595,0.01720908,0.005290608,0.007542945,0.002585006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004950841,"about_ca_system_score_gemma":0.02409412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006142297,"about_ca_topic_score_gemma":0.01700256,"domain_scores_codex":[0.9867235,0.009732654,0.0006116065,0.0006155533,0.00159957,0.0007170392],"domain_scores_gemma":[0.9439868,0.04198985,0.002128502,0.001749927,0.005593808,0.004550968],"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":[0.0001074385,0.0003104648,0.001086192,0.009700708,0.00004288061,0.0002541247,0.003727847,0.0006609043,0.0002416813,0.2203306,0.1083214,0.6552158],"study_design_scores_gemma":[0.00005897938,0.0002246866,0.001228298,0.02756779,0.00005272296,0.0004992107,0.01336203,0.0007519225,0.0002224649,0.06985336,0.886117,0.00006156654],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.001628577,0.2462465,0.007968527,0.7107252,0.007750939,0.0001716298,0.00008305217,0.0001490814,0.02527647],"genre_scores_gemma":[0.06271616,0.7473106,0.0333728,0.1325142,0.01274676,0.001263817,0.0001382204,0.00008963792,0.009847881],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02951941,"threshold_uncertainty_score":0.1277621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09739493034693804,"score_gpt":0.5066582883657719,"score_spread":0.4092633580188338,"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."}}