{"id":"W4411574384","doi":"10.1177/10781552251351324","title":"Collaborative team-based care implementation in ambulatory gynecological and lung cancer clinics","year":2025,"lang":"en","type":"article","venue":"Journal of Oncology Pharmacy Practice","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Ambulatory; Cancer; Lung cancer; Ambulatory care; Patient care; Intensive care medicine; Health care; Family medicine; Oncology; Nursing; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00184232,0.000110122,0.000298062,0.0002440376,0.0003398592,0.00001181028,0.000107896,0.0001578355,0.0005627234],"category_scores_gemma":[0.001256905,0.00009275173,0.00004072242,0.0005336764,0.00005383328,0.0005335127,0.00004571551,0.001188782,0.00000517025],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001471724,"about_ca_system_score_gemma":0.01637267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001095844,"about_ca_topic_score_gemma":0.0007464886,"domain_scores_codex":[0.9963446,0.002143001,0.00097569,0.0001502308,0.0001815513,0.0002049295],"domain_scores_gemma":[0.9925389,0.003952836,0.001273778,0.00007054261,0.00207855,0.00008538162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.009165472,0.000885802,0.7466567,0.0003673239,0.0003162051,0.00005336015,0.02527081,0.0002992545,0.001691388,0.002570478,0.1659342,0.046789],"study_design_scores_gemma":[0.01003035,0.0003394007,0.07677551,0.0002398714,0.0003141229,0.00000499591,0.1373671,0.001171393,0.00024561,0.000109753,0.7732806,0.0001212709],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9151718,0.004850999,0.0003490522,0.06014531,0.006339116,0.001196558,0.00002421017,0.00001504958,0.01190791],"genre_scores_gemma":[0.9659497,0.001117622,0.003267993,0.02895974,0.0002778051,0.0001603089,0.00000904323,0.000008336033,0.0002494334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6698812,"threshold_uncertainty_score":0.9892036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03802944653640417,"score_gpt":0.6164147498208262,"score_spread":0.5783853032844221,"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."}}