{"id":"W4403375823","doi":"10.2196/65477","title":"Therapy Mode Preference Scale: Preliminary Validation Methodological Design","year":2024,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences","keywords":"Preprint; Preference; Scale (ratio); Mode (computer interface); Psychology; Statistics; Computer science; Geography; Mathematics; Cartography; Human–computer interaction","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08291578,0.001266346,0.0014319,0.003092604,0.002006492,0.001852149,0.002270113,0.001355045,0.009452996],"category_scores_gemma":[0.0853771,0.001415228,0.003604363,0.002458671,0.00190206,0.001373805,0.003010791,0.002209133,0.002325585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002313806,"about_ca_system_score_gemma":0.008012695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003197607,"about_ca_topic_score_gemma":0.00391582,"domain_scores_codex":[0.9686792,0.01986676,0.004187951,0.001649702,0.0048488,0.0007675992],"domain_scores_gemma":[0.9150426,0.04486164,0.004348182,0.005959141,0.02883431,0.0009541168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.02525022,0.02191533,0.4264051,0.007152402,0.001540086,0.000441761,0.03204279,0.006337849,0.006225776,0.01148344,0.01493894,0.4462663],"study_design_scores_gemma":[0.0305654,0.06827222,0.7363719,0.003257413,0.001989521,0.000553961,0.02360048,0.03267334,0.009438372,0.01264891,0.08017644,0.0004519378],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"methods","genre_scores_codex":[0.4354881,0.0005771095,0.06023868,0.0005379806,0.000547534,0.4875154,0.003307614,0.0002472032,0.01154034],"genre_scores_gemma":[0.230429,0.0003211656,0.09672058,0.0003890262,0.00009300056,0.6676743,0.001448075,0.00006979557,0.002855055],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.08291578,"threshold_uncertainty_score":0.4385058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5821968970831399,"score_gpt":0.5903079345419388,"score_spread":0.00811103745879882,"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."}}