{"id":"W1994533936","doi":"10.1177/1359105307088143","title":"Understanding Hope in the Face of an HIV Diagnosis and High-risk Behaviors","year":2008,"lang":"en","type":"article","venue":"Journal of Health Psychology","topic":"Optimism, Hope, and Well-being","field":"Psychology","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Memorial University of Newfoundland","funders":"","keywords":"Human immunodeficiency virus (HIV); Context (archaeology); Hermeneutics; Qualitative research; Psychology; Face (sociological concept); Medicine; Clinical psychology; Psychotherapist; Family medicine; Sociology; Epistemology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002295109,0.0001516343,0.0005226693,0.0003598439,0.0001930354,0.000008943543,0.0003230079,0.0001724879,0.0001396375],"category_scores_gemma":[0.00004355757,0.0001123166,0.00007694836,0.0002744956,0.0002270078,0.0001388162,0.00001764669,0.0007304271,0.000007981765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007506204,"about_ca_system_score_gemma":0.00007242783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002501447,"about_ca_topic_score_gemma":0.00006750908,"domain_scores_codex":[0.9968541,0.001293264,0.0009937681,0.0002317998,0.0002145452,0.0004125493],"domain_scores_gemma":[0.9981751,0.0003628353,0.0009508444,0.000324215,0.00004732897,0.0001397154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006000194,0.001832437,0.8604038,0.00004637561,0.0001052872,0.0006542986,0.06876689,0.0001372973,0.00003050258,0.001910397,0.04302111,0.02249159],"study_design_scores_gemma":[0.003592401,0.003096167,0.9765064,0.00007417457,0.00004395385,0.002124417,0.00952368,0.000009785655,0.000008102293,0.00216223,0.002698854,0.0001598125],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9833269,0.001366757,0.001788543,0.01090868,0.0009431245,0.0002163087,0.000008225323,0.000007116628,0.001434317],"genre_scores_gemma":[0.9908239,0.00474555,0.0005906898,0.003630287,0.000141857,0.00000795361,0.000001708308,0.00002076104,0.0000373099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1161026,"threshold_uncertainty_score":0.4580137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1302099467828021,"score_gpt":0.4091233765856404,"score_spread":0.2789134298028382,"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."}}