{"id":"W2020633117","doi":"10.3747/co.21.2156","title":"Biologic, Psychological, and Social Health Needs in Cancer Care: How Far Have We Come?","year":2014,"lang":"en","type":"article","venue":"Current Oncology","topic":"Cancer survivorship and care","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Psychosocial; Medicine; Health care; Alternative medicine; Family medicine; Cancer; Nursing; Psychiatry; Pathology; Internal medicine","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":[0.007806199,0.0005373422,0.001290725,0.001443321,0.003541796,0.00504909,0.00119162,0.004782677,0.00398934],"category_scores_gemma":[0.02581807,0.0004210059,0.0006891422,0.001835111,0.003470526,0.0116975,0.00407328,0.01002296,0.0006611736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00502195,"about_ca_system_score_gemma":0.01849443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03966302,"about_ca_topic_score_gemma":0.07541147,"domain_scores_codex":[0.9964302,0.001636941,0.0003065748,0.0002085567,0.0009280237,0.0004896672],"domain_scores_gemma":[0.9836208,0.006563408,0.001404354,0.0002855831,0.004875259,0.003250586],"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":[0.0003559446,0.0004656903,0.0331605,0.006619489,0.000199185,0.0004188735,0.009471334,0.0005505939,0.0003081387,0.02187647,0.2196049,0.706969],"study_design_scores_gemma":[0.000146508,0.0008526794,0.1365927,0.03000059,0.0004001722,0.001146188,0.08357243,0.0008440419,0.0003938478,0.07580127,0.6698253,0.0004243132],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.008292192,0.2140134,0.0003032073,0.7707246,0.003128556,0.00002208862,0.000196575,0.00001840516,0.003301026],"genre_scores_gemma":[0.1762722,0.6271425,0.002722074,0.1781715,0.01259655,0.0002048363,0.000606096,0.00002998824,0.002254182],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.03966302,"threshold_uncertainty_score":0.07886428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1620273221555894,"score_gpt":0.4620146901031468,"score_spread":0.2999873679475574,"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."}}