{"id":"W4366397916","doi":"10.2196/43551","title":"Decision Aids for Patients With Head and Neck Cancer: Qualitative Elicitation of Design Recommendations From Patient End Users","year":2023,"lang":"en","type":"article","venue":"JMIR Human Factors","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Victoria","funders":"","keywords":"Quality of life (healthcare); Qualitative research; Anxiety; Decision aids; Psychology; Head and neck cancer; Medicine; Cancer; Clinical psychology; Psychotherapist; Psychiatry; Alternative medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02923191,0.001016141,0.0008026134,0.001777647,0.004171018,0.00334153,0.001809393,0.001900481,0.003183065],"category_scores_gemma":[0.05632032,0.0006649402,0.000756057,0.001822391,0.004027132,0.002979602,0.006031521,0.002357538,0.0005691983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00459546,"about_ca_system_score_gemma":0.004988294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002243191,"about_ca_topic_score_gemma":0.004181992,"domain_scores_codex":[0.9688709,0.02624012,0.001503559,0.0007552697,0.001503033,0.001127152],"domain_scores_gemma":[0.9039928,0.08776407,0.002280841,0.001233509,0.003431516,0.001297319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001930714,0.0001239189,0.003392841,0.001339483,0.00001556913,0.0008880838,0.9641817,0.000365292,0.002829036,0.001870015,0.001629277,0.02317177],"study_design_scores_gemma":[0.00006740552,0.0003234393,0.002382872,0.001124782,0.00003113168,0.0005226147,0.9478149,0.001307951,0.003484123,0.002423815,0.04044256,0.00007446566],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9506598,0.00104066,0.02989032,0.004366814,0.000125215,0.00251246,0.00113685,0.0001346577,0.01013315],"genre_scores_gemma":[0.9548465,0.0009383514,0.03653657,0.001118922,0.00002740125,0.002816141,0.0005074779,0.00008084609,0.003127766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02923191,"threshold_uncertainty_score":0.154595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3238135918618967,"score_gpt":0.5105117113260158,"score_spread":0.1866981194641191,"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."}}