{"id":"W4402851701","doi":"10.2196/59837","title":"Willingness to Be Contacted via a Patient Portal for Health Screening, Research Recruitment, and at-Home Self-Test Kits for Health Monitoring: Pilot Quantitative Survey","year":2024,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preprint; Test (biology); Medicine; Family medicine; Computer science; World Wide Web","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":[0.008243283,0.0002292097,0.0003192803,0.00105161,0.0007856535,0.001060088,0.0004533817,0.000697014,0.003921572],"category_scores_gemma":[0.01279016,0.0003767901,0.0004605181,0.0006710242,0.0006129456,0.001300259,0.001104085,0.000881825,0.0006005735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006174542,"about_ca_system_score_gemma":0.0008557392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001690669,"about_ca_topic_score_gemma":0.002315482,"domain_scores_codex":[0.996095,0.002114425,0.0005360771,0.0002683492,0.0005441417,0.000441972],"domain_scores_gemma":[0.9845143,0.008081504,0.00385292,0.0005666952,0.001563465,0.001421156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003253873,0.00195308,0.9441098,0.0002342169,0.00006512459,0.000232155,0.02345971,0.0001253895,0.001320297,0.0001199951,0.001526985,0.02652781],"study_design_scores_gemma":[0.0001329246,0.004530711,0.9478758,0.0001171516,0.00006342058,0.0005739121,0.04124253,0.001461622,0.0008527648,0.00009158345,0.003008971,0.00004865037],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983279,0.00002403557,0.0002983012,0.0001113365,0.000002749385,0.0003093122,0.0003182901,0.000009104908,0.0005989252],"genre_scores_gemma":[0.9977039,0.00006730448,0.0008263697,0.0002949005,0.000007439777,0.0005383393,0.0002256411,0.000004436469,0.0003317506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008243283,"threshold_uncertainty_score":0.04359514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5692547582307675,"score_gpt":0.6359289949230402,"score_spread":0.06667423669227268,"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."}}