{"id":"W1986483087","doi":"10.1111/j.0141-9889.2004.00408.x","title":"The use of technology at home: what patient manuals say and sell vs. what patients face and fear","year":2004,"lang":"en","type":"article","venue":"Sociology of Health & Illness","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":109,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Health technology; Psychological intervention; Ambivalence; Face (sociological concept); Home dialysis; Medicine; Sociology; Psychology; Nursing; Peritoneal dialysis; Social psychology; Health care; Social science; Surgery; Political science","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009617205,0.0002460796,0.000709585,0.0001443418,0.002251379,0.000009196829,0.000169622,0.0004777452,0.00002108158],"category_scores_gemma":[0.00007643114,0.0001775836,0.00004877314,0.0001481172,0.001464693,0.0003659747,0.000385064,0.0005353849,0.00001903016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003948413,"about_ca_system_score_gemma":0.0003512388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004777198,"about_ca_topic_score_gemma":0.0002660503,"domain_scores_codex":[0.9959731,0.001044947,0.001360973,0.000419575,0.0002705664,0.0009308102],"domain_scores_gemma":[0.9969925,0.0009428716,0.001183215,0.0004127058,0.0002224922,0.000246234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001131523,0.0007297133,0.4918864,0.007727442,0.0001233035,0.000002798097,0.1907474,0.00002589553,0.00004331394,0.008446082,0.00238323,0.2967529],"study_design_scores_gemma":[0.01549426,0.01311085,0.2758001,0.009413583,0.00008663721,0.00001077408,0.5041045,0.0000301363,0.001156829,0.02971299,0.149866,0.001213312],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9653837,0.01771998,0.00001647185,0.01258223,0.00177946,0.002403298,0.00007289911,0.00003294988,0.000009020881],"genre_scores_gemma":[0.9527198,0.03919885,0.0002328614,0.007389285,0.0000228829,0.0001945854,0.0001247868,0.00002547342,0.00009144588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3133571,"threshold_uncertainty_score":0.9990476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09327653981397557,"score_gpt":0.374202812350025,"score_spread":0.2809262725360494,"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."}}