{"id":"W4237760874","doi":"10.2196/preprints.12836","title":"Assessing the Content Validity of a New Patient-Reported Measure of Barriers to Antiretroviral Therapy Adherence for Electronic Administration in Routine HIV Care: Proposal for a Web-Based Delphi Study (Preprint)","year":2018,"lang":"en","type":"preprint","venue":"","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Victoria Hospital; McGill University; Université de Montréal; Centre de réadaptation Lethbridge-Layton-Mackay; McGill University Health Centre","funders":"","keywords":"Delphi method; Medicine; Prom; Family medicine; Delphi; Nursing; Computer science; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"protocol","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"protocol","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.199669,0.0007608163,0.0007528849,0.00338712,0.002684115,0.004265264,0.001741869,0.001750438,0.003656678],"category_scores_gemma":[0.1683051,0.0008939331,0.00235241,0.002645379,0.003401133,0.003999915,0.005667261,0.002612813,0.0006903246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007423814,"about_ca_system_score_gemma":0.01950162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004218776,"about_ca_topic_score_gemma":0.00373634,"domain_scores_codex":[0.8653105,0.108124,0.01268662,0.002285287,0.009358744,0.002234721],"domain_scores_gemma":[0.8375395,0.1018324,0.006122067,0.005948634,0.04599885,0.002558654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001378865,0.003596624,0.1851467,0.006708415,0.0004657192,0.0006009744,0.3363225,0.003686572,0.01049836,0.0208352,0.02698947,0.4037706],"study_design_scores_gemma":[0.001707347,0.006267415,0.2685889,0.0093903,0.00039882,0.0006411633,0.5733641,0.01758854,0.009609681,0.01774306,0.09409706,0.0006035532],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.6920228,0.0004631093,0.08277113,0.01844199,0.0007619582,0.1882851,0.002509986,0.0001490636,0.01459493],"genre_scores_gemma":[0.4797426,0.0005413893,0.2089508,0.002974325,0.0001411422,0.3036293,0.001818759,0.00005904294,0.002142687],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.199669,"threshold_uncertainty_score":0.9869506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1428066403889912,"score_gpt":0.4072702691077839,"score_spread":0.2644636287187927,"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."}}