{"id":"W2002497392","doi":"10.1016/j.critrevonc.2010.02.010","title":"Difficulties in decision making regarding chemotherapy for older cancer patients: A census of cancer physicians","year":2010,"lang":"en","type":"review","venue":"Critical Reviews in Oncology/Hematology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":false,"ca_institutions":"Jewish General Hospital; McGill University","funders":"Division of Graduate Education; Université de Montréal; McGill University","keywords":"Medicine; Cancer; Geriatric oncology; Family medicine; General partnership; Gerontology; Chemotherapy; Social support; Internal medicine; Psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001098222,0.0003244093,0.0007923786,0.001822185,0.0002744039,0.0007088988,0.0003399101,0.0005915761,0.001177458],"category_scores_gemma":[0.006907328,0.0002323188,0.0005824477,0.0034692,0.0001999532,0.0009859077,0.0004888931,0.0006068309,0.0001614642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001004808,"about_ca_system_score_gemma":0.002813278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0156476,"about_ca_topic_score_gemma":0.04001738,"domain_scores_codex":[0.9991795,0.000177031,0.0001927527,0.00009474775,0.000311944,0.00004402173],"domain_scores_gemma":[0.9950024,0.001956945,0.001486092,0.00005259123,0.001210933,0.000290986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001789203,0.00008369463,0.05753489,0.01434294,0.0006625954,0.0003292744,0.00102827,0.0002101502,0.000170738,0.0004226268,0.05142294,0.8736129],"study_design_scores_gemma":[0.0001728592,0.0004259213,0.6002403,0.04692234,0.00206039,0.004965609,0.006402205,0.0004522013,0.0002524415,0.0009514359,0.3370302,0.000124078],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01465311,0.9806402,0.00008046302,0.002889195,0.000176443,0.00001636451,0.0002826249,0.000004596252,0.001256973],"genre_scores_gemma":[0.03295447,0.9649927,0.0003253572,0.001006391,0.0001905008,0.00002365262,0.0002711385,0.000001498423,0.0002342405],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0156476,"threshold_uncertainty_score":0.03111303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06441616133795885,"score_gpt":0.4720024729267875,"score_spread":0.4075863115888287,"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."}}