{"id":"W4415937873","doi":"10.2196/77573","title":"A Freely Accessible, Anonymous Online Treatment for Social Anxiety: Protocol for a Partially Randomized Patient Preference Trial","year":2025,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Protocol (science); Preference; Randomized controlled trial; Anonymity; Test (biology); MEDLINE; Patient participation; Clinical trial","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":[0.04063635,0.005685818,0.008023815,0.002456551,0.003498303,0.004278549,0.003518645,0.00766037,0.1015775],"category_scores_gemma":[0.03944385,0.003282161,0.004916859,0.003116935,0.00357188,0.004097243,0.002112176,0.00874419,0.01748281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004635296,"about_ca_system_score_gemma":0.01505563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002220658,"about_ca_topic_score_gemma":0.004636419,"domain_scores_codex":[0.9750941,0.01666632,0.002130899,0.001484557,0.002534867,0.002089283],"domain_scores_gemma":[0.9833019,0.005759672,0.003446898,0.00272933,0.002658154,0.002103944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8514528,0.02521862,0.0007567818,0.02269947,0.00222077,0.0004410711,0.0009219766,0.003143152,0.001990354,0.007513968,0.03404073,0.04960046],"study_design_scores_gemma":[0.9280371,0.03004838,0.001278029,0.003091187,0.000628102,0.00008061463,0.0002152152,0.002031436,0.0006824247,0.004553301,0.02922746,0.0001268884],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001077087,0.00009195744,0.0008847202,0.0001255824,0.000158057,0.9967105,0.0005393798,0.00005708145,0.0003555641],"genre_scores_gemma":[0.001047036,0.00005429632,0.001155286,0.0001145353,0.00002439239,0.9973117,0.00005994467,0.000003398361,0.0002294353],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1015775,"threshold_uncertainty_score":0.3398106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5422877550299473,"score_gpt":0.6707845916119571,"score_spread":0.1284968365820098,"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."}}