{"id":"W4379410535","doi":"10.2196/preprints.43551","title":"Decision Aids for Patients With Head and Neck Cancer: Qualitative Elicitation of Design Recommendations From Patient End Users (Preprint)","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Victoria","funders":"","keywords":"Qualitative research; Quality of life (healthcare); Medicine; Anxiety; Head and neck cancer; Psychology; Decision aids; Cancer; Alternative medicine; Nursing; Psychiatry; Pathology; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02881646,0.0008326473,0.0007258412,0.001347177,0.004465424,0.003302163,0.001515073,0.001951035,0.005231022],"category_scores_gemma":[0.05553086,0.0006104509,0.0006330325,0.001582242,0.003839024,0.002938126,0.005744538,0.002216182,0.0009202153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004509818,"about_ca_system_score_gemma":0.005640571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002470737,"about_ca_topic_score_gemma":0.004525589,"domain_scores_codex":[0.9717681,0.02418259,0.001266178,0.000643668,0.001198223,0.0009413655],"domain_scores_gemma":[0.8946908,0.09693188,0.00215962,0.00116938,0.003667796,0.001380589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001273071,0.0001212574,0.002260162,0.001010943,0.000009007769,0.0006303778,0.9704671,0.0001990961,0.001758595,0.001440201,0.003345007,0.01863099],"study_design_scores_gemma":[0.00005446231,0.0002378618,0.001891691,0.0009863254,0.00001519875,0.0002635913,0.9508964,0.0006098189,0.001894589,0.001354025,0.04173918,0.00005686981],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.949356,0.0009555835,0.0222444,0.007606666,0.0002297775,0.003478826,0.001664959,0.0001657828,0.01429803],"genre_scores_gemma":[0.9493982,0.001184443,0.0349681,0.002436203,0.00005639117,0.004861791,0.0006966529,0.0001250006,0.006273295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02881646,"threshold_uncertainty_score":0.1523978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2712783962095498,"score_gpt":0.4925163808622955,"score_spread":0.2212379846527457,"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."}}