{"id":"W3109368185","doi":"10.3390/curroncol28010004","title":"Factors Associated with Meeting the Psychosocial Needs of Cancer Survivors in Nova Scotia, Canada","year":2020,"lang":"en","type":"article","venue":"Current Oncology","topic":"Cancer survivorship and care","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Psychosocial; Nova scotia; Medicine; Family medicine; Anxiety; Needs assessment; Special needs; Health care; Gerontology; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0002399724,0.0001438568,0.0001622678,0.0006331673,0.001922348,0.0005892391,0.0003147502,0.0002015886,0.002283947],"category_scores_gemma":[0.0015486,0.0001187561,0.0001755715,0.001016068,0.0004311407,0.0001428452,0.0006429318,0.000375401,0.0001334997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006426236,"about_ca_system_score_gemma":0.01357451,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9619089,"about_ca_topic_score_gemma":0.9833859,"domain_scores_codex":[0.9996178,0.00005289472,0.00003066466,0.00002596692,0.0001029874,0.000169665],"domain_scores_gemma":[0.9987488,0.00008379963,0.000282669,0.0000201302,0.0004172062,0.0004474258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003142472,0.00002660141,0.9931321,0.0000366596,0.00001308566,0.0001935928,0.001414199,0.00005900104,0.000198279,0.000034501,0.0008730631,0.003987549],"study_design_scores_gemma":[0.000002662571,0.0000228775,0.9945688,0.00003094481,0.000006304592,0.0001164437,0.00452172,0.00006412648,0.00002655267,0.00001054128,0.0006250052,0.000003976628],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969574,0.0002206099,0.00002108741,0.0004228944,0.000009133612,0.00002506397,0.0004931248,0.000001959766,0.001848655],"genre_scores_gemma":[0.9987648,0.0002108692,0.00005465143,0.00009498194,0.000003437071,0.00001060257,0.0002696435,0.000001243966,0.0005898839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03809112,"threshold_uncertainty_score":0.07663083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1211072421329262,"score_gpt":0.3729014788841158,"score_spread":0.2517942367511896,"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."}}