{"id":"W2900017250","doi":"10.1093/geroni/igy023.589","title":"WHY IS IT SO CHALLENGING FOR ISOLATED SENIOR CAREGIVERS TO ACCESS AND USE INFORMAL SUPPORT?","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Ocular and Laser Science Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean","funders":"","keywords":"Shame; Psychological intervention; Social support; Psychology; Learned helplessness; Family caregivers; Social isolation; Isolation (microbiology); Nursing; Medicine; Social psychology; Psychotherapist; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004475172,0.00006737154,0.0001015386,0.0006577703,0.0001281448,0.0001682204,0.00008353772,0.00004031481,0.00009443943],"category_scores_gemma":[0.0001932321,0.00006308261,0.00001318181,0.001357344,0.00006018621,0.0007441192,0.00007875254,0.00009718641,0.000007173619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004042574,"about_ca_system_score_gemma":0.00009419829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001985056,"about_ca_topic_score_gemma":0.00009227179,"domain_scores_codex":[0.9991412,0.000006881764,0.0002200359,0.000172374,0.000198376,0.0002611451],"domain_scores_gemma":[0.999312,0.00003537383,0.00003921199,0.0001256829,0.0004291264,0.00005853867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009228966,0.0001415135,0.5031976,0.0008975781,0.0001251558,0.00009146642,0.1298752,0.0001129507,0.02825169,0.003517334,0.08782011,0.2450466],"study_design_scores_gemma":[0.006369556,0.001222087,0.1036025,0.0008410767,0.00003369344,0.00007704081,0.01085227,0.07477384,0.04646801,0.0002035232,0.7548623,0.000694074],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9578694,0.000004683412,0.02031451,0.020431,0.0001116752,0.0004261131,0.000005654464,0.0000258597,0.0008111397],"genre_scores_gemma":[0.9905369,0.000005843011,0.000658811,0.008297624,0.00007923032,0.0000160265,0.00001588921,0.000007827339,0.0003818331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6670422,"threshold_uncertainty_score":0.2572434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0651654454610637,"score_gpt":0.3882774232932784,"score_spread":0.3231119778322147,"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."}}