{"id":"W4410358224","doi":"10.1161/hypertensionaha.125.24793","title":"Direct-to-Consumer Facilitation of PA Testing: A Bold Start But More Work Remains","year":2025,"lang":"en","type":"letter","venue":"Hypertension","topic":"Hormonal Regulation and Hypertension","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Facilitation; Work (physics); Medicine; Psychology; Neuroscience; Engineering","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":[0.006604875,0.0008038189,0.001615972,0.0006536343,0.006222277,0.006105465,0.003308794,0.09253059,0.03505684],"category_scores_gemma":[0.03561416,0.0007564469,0.001898805,0.0005244436,0.005400439,0.00871031,0.004026601,0.06161443,0.01247033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00471443,"about_ca_system_score_gemma":0.01100823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01068431,"about_ca_topic_score_gemma":0.02588949,"domain_scores_codex":[0.9905224,0.004263036,0.0008400078,0.0008786009,0.002369178,0.001126758],"domain_scores_gemma":[0.9576715,0.02313187,0.001686513,0.001050632,0.005464724,0.01099466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009804111,0.0002125559,0.00128511,0.0001103731,0.0000219784,0.002645279,0.0003226915,0.00005821243,0.000409363,0.004208085,0.9681911,0.02243724],"study_design_scores_gemma":[0.0002255185,0.0001751087,0.002928269,0.0007796611,0.00003256648,0.002261879,0.002228442,0.0004034679,0.0001724392,0.01157724,0.979119,0.0000963089],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001724371,0.0008090616,0.0001315687,0.9896377,0.006580865,0.000009716357,0.0000112754,0.00002290483,0.002624435],"genre_scores_gemma":[0.002814911,0.0009767101,0.0005971296,0.957783,0.03123669,0.00005122844,0.00001545448,0.0000312319,0.006493616],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09253059,"threshold_uncertainty_score":0.1172769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06756442358694498,"score_gpt":0.274075148226608,"score_spread":0.206510724639663,"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."}}