{"id":"W4295993483","doi":"10.5430/ijhe.v11n5p153","title":"Communication of Family Health History among College Students and Their Families","year":2022,"lang":"en","type":"article","venue":"International Journal of Higher Education","topic":"Family Support in Illness","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Minority Health and Health Disparities; National Cancer Institute; National Institutes of Health","keywords":"Family history; Socioeconomic status; Family income; Health communication; Psychology; Family health; Young adult; Family medicine; Medicine; Gerontology; Environmental health; Nursing; Population; Communication","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":[0.0008889964,0.0001280786,0.0002061155,0.00059156,0.0009185252,0.0008980545,0.0002152236,0.0004413405,0.002778733],"category_scores_gemma":[0.006228425,0.0001306127,0.0001606175,0.0003961441,0.0003064794,0.000618444,0.0005326284,0.0004629282,0.0001234329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005855388,"about_ca_system_score_gemma":0.0008523526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009800493,"about_ca_topic_score_gemma":0.01067179,"domain_scores_codex":[0.9994677,0.0002104422,0.00004863547,0.0000523861,0.0001137214,0.00010729],"domain_scores_gemma":[0.9968774,0.0009895852,0.001124755,0.0001255296,0.0002551302,0.000627532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000643095,0.0001948176,0.9666586,0.00003764184,0.0000318823,0.0003112808,0.01151016,0.00003066822,0.0002964821,0.00005380028,0.0005019355,0.0203084],"study_design_scores_gemma":[0.00001120643,0.0002322951,0.9595876,0.0001063871,0.00003648332,0.0007749199,0.03675247,0.0002334268,0.0002296585,0.0001154688,0.001901174,0.00001887647],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987447,0.0001786288,0.00002157569,0.0002414323,0.000006822362,0.000004670691,0.00003111498,0.000001495944,0.0007694789],"genre_scores_gemma":[0.9996592,0.0001104449,0.00001629101,0.00005269702,0.000004162406,0.000002427908,0.00001323845,3.436062e-7,0.0001412268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009800493,"threshold_uncertainty_score":0.0194869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03619273075080467,"score_gpt":0.3666437386388823,"score_spread":0.3304510078880777,"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."}}