{"id":"W2399458161","doi":"10.1093/ageing/afw101","title":"Factors influencing cancer specialists' decision to collaborate with geriatricians in treating older cancer patients","year":2016,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; McGill University; École Nationale d'Administration Publique","funders":"","keywords":"Medicine; Psychosocial; Referral; Specialty; Cancer; Geriatric oncology; Family medicine; Geriatrics; Intervention (counseling); Palliative care; Nursing; Psychiatry; 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":[0.00005603293,0.0001655198,0.0002641378,0.0001519779,0.00007421106,0.00003440717,0.00004956146,0.0000560061,0.00008424727],"category_scores_gemma":[0.0001457526,0.00009538884,0.00001912392,0.0004538721,0.00002363228,0.0001666322,0.00003918814,0.00007532299,0.000003491124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002488396,"about_ca_system_score_gemma":0.00007892414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003583092,"about_ca_topic_score_gemma":0.01442206,"domain_scores_codex":[0.9989453,0.00001886483,0.0002298732,0.0002977666,0.0002213927,0.0002868274],"domain_scores_gemma":[0.9994339,0.000122042,0.00007418089,0.0001303976,0.0001044807,0.0001349788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000911603,0.00003280306,0.8101971,0.00003363724,0.00001932296,0.0007136514,0.00465942,0.00002451513,0.004270679,0.000002065431,0.0002462307,0.1797094],"study_design_scores_gemma":[0.002246795,0.0001342803,0.9916618,0.002424891,0.0000331544,8.06743e-7,0.0003190619,0.000004514124,0.001717121,0.00000783827,0.001283222,0.0001664777],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985172,0.0001628994,0.0001149473,0.0003702705,0.0001358462,0.0003773617,0.00002539854,0.00002828692,0.0002677767],"genre_scores_gemma":[0.9983775,0.0001279231,0.0003229364,0.0004478027,0.0001759831,0.0000361051,0.000003132516,0.00002680837,0.0004818327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1814647,"threshold_uncertainty_score":0.8047847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0139352079380515,"score_gpt":0.2808288527706325,"score_spread":0.266893644832581,"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."}}