{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005703822,0.00007474298,0.0002088933,0.00003576992,0.00006250458,0.000004008364,0.00004556236,0.00006446368,0.00008399514],"category_scores_gemma":[0.00004171495,0.00005490733,0.00006976261,0.0001615551,0.0002093781,0.00001533772,0.00005183128,0.0001652103,0.000001349656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001884541,"about_ca_system_score_gemma":0.0007767239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003862329,"about_ca_topic_score_gemma":0.004154174,"domain_scores_codex":[0.9994073,0.00005998142,0.0001380523,0.0001200825,0.0001263796,0.0001482357],"domain_scores_gemma":[0.9991732,0.0001092124,0.00007488531,0.0001578387,0.0004038497,0.00008102714],"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":[0.0003333299,0.00005029876,0.0384925,0.0003243707,0.0001070837,0.00005033055,0.03441572,7.733356e-7,0.0003316232,0.0009033381,0.015255,0.9097356],"study_design_scores_gemma":[0.000992385,0.0002172916,0.01252095,0.0001379895,0.0001467097,0.00006132629,0.07190723,0.00001090864,0.0008827145,0.0000727088,0.9129784,0.00007136751],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8595084,0.121528,0.00004238208,0.007881281,0.003432913,0.0002177437,0.00005196123,0.00001950463,0.007317848],"genre_scores_gemma":[0.9876093,0.01116008,0.00001680294,0.0001935804,0.0002778574,0.00001118775,0.00004455767,0.000008960184,0.0006776981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9096643,"threshold_uncertainty_score":0.2318126,"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."}}