{"id":"W3192203444","doi":"10.3390/curroncol28040266","title":"The Supportive Care Needs of Regional and Remote Cancer Caregivers","year":2021,"lang":"en","type":"article","venue":"Current Oncology","topic":"Cancer survivorship and care","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Family medicine; Needs assessment; Logistic regression; Family caregivers; Cancer; Disease; Breast cancer; Information needs; Social support; Health care; Gerontology; Nursing; Psychology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005758282,0.0001671479,0.0002045787,0.000320081,0.0007240932,0.0003759413,0.0002389473,0.0002227644,0.001592644],"category_scores_gemma":[0.003110398,0.0001029057,0.0001501609,0.0002739519,0.0002853078,0.0003415237,0.00111243,0.0002258503,0.0001426096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004609052,"about_ca_system_score_gemma":0.0008184197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01097121,"about_ca_topic_score_gemma":0.0166552,"domain_scores_codex":[0.9996333,0.0001449578,0.00003063412,0.00002750672,0.00007199813,0.0000915877],"domain_scores_gemma":[0.9989731,0.0001721333,0.0003801591,0.00002282278,0.000185747,0.0002660703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001534665,0.00007471663,0.9289002,0.0003135868,0.00004471923,0.001743815,0.02570663,0.0001663206,0.001267002,0.0001083247,0.001793951,0.0397271],"study_design_scores_gemma":[0.00001187696,0.0002736428,0.9447297,0.0002222422,0.0000317853,0.003444139,0.04632894,0.0002094557,0.0002127389,0.0001443595,0.004378798,0.00001226775],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985812,0.0004955538,0.00002667901,0.0001820291,0.000003811607,0.00000771418,0.00003286727,0.000001412967,0.0006687237],"genre_scores_gemma":[0.9992467,0.0003820212,0.00005924406,0.00005127757,0.000003991523,0.000008923683,0.00003426472,5.857066e-7,0.0002130082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01097121,"threshold_uncertainty_score":0.0218147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06792319796225176,"score_gpt":0.3909003727397584,"score_spread":0.3229771747775066,"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."}}