{"id":"W2905979765","doi":"10.1016/j.jgo.2018.12.002","title":"Assessing the learning needs of the multidisciplinary team on geriatric oncology and frailty","year":2018,"lang":"en","type":"letter","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"CancerCare Manitoba; Research Institute in Oncology and Hematology; University of Manitoba","funders":"","keywords":"Medicine; Scopus; Geriatric oncology; Clinical trial; Internal medicine; Oncology; Gerontology; Cancer; MEDLINE; Family 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001411134,0.0002729904,0.0006276366,0.000587187,0.002080633,0.001757481,0.0005637173,0.007153682,0.004661751],"category_scores_gemma":[0.02087452,0.0002562971,0.0004218157,0.0003928755,0.0007707275,0.001771523,0.001219245,0.007010926,0.001166075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001824233,"about_ca_system_score_gemma":0.003219491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003653158,"about_ca_topic_score_gemma":0.008713978,"domain_scores_codex":[0.998511,0.0005803398,0.0002312437,0.00008970931,0.0002903307,0.0002973739],"domain_scores_gemma":[0.9914234,0.003344939,0.0006421151,0.0001249243,0.002005103,0.002459409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001845411,0.0007991749,0.1795273,0.0004644826,0.00007556358,0.1108875,0.006978101,0.0006291693,0.001452678,0.002604987,0.5580006,0.1383959],"study_design_scores_gemma":[0.0002705224,0.001377739,0.1520373,0.004389601,0.0001744056,0.2846133,0.04959033,0.004077971,0.001066249,0.02426554,0.4778731,0.000264055],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.07659405,0.004040808,0.0006173145,0.8840629,0.007351157,0.0001135822,0.00009601124,0.00003430515,0.02708977],"genre_scores_gemma":[0.5127422,0.01295162,0.005245992,0.4160321,0.03822298,0.0002897903,0.0001508558,0.00004818204,0.01431633],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.007153682,"threshold_uncertainty_score":0.01559508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03826152237549421,"score_gpt":0.367418240194621,"score_spread":0.3291567178191268,"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."}}