{"id":"W7112238898","doi":"","title":"Scaling Up Maternal Mental healthcare by Increasing access to Treatment (SUMMIT): Precision Analysis Protocol","year":2024,"lang":"","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Anxiety; Telemedicine; Protocol (science); Health care; Randomized controlled trial; mHealth","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.06939275,0.004897751,0.007043937,0.003157803,0.003381433,0.005064292,0.002638451,0.00575443,0.1205306],"category_scores_gemma":[0.1171757,0.00410816,0.006456102,0.004074255,0.003955736,0.003313024,0.003078539,0.007736625,0.01899879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006375627,"about_ca_system_score_gemma":0.02664939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007175696,"about_ca_topic_score_gemma":0.009005884,"domain_scores_codex":[0.9515783,0.03153498,0.007084664,0.003452095,0.003963043,0.002386888],"domain_scores_gemma":[0.9360839,0.02714806,0.01003787,0.01227448,0.01213596,0.002319782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.4805507,0.009187057,0.003586391,0.09523565,0.005960552,0.0005948556,0.003090964,0.007036273,0.002360444,0.0320056,0.1909396,0.1694519],"study_design_scores_gemma":[0.5898241,0.02541396,0.01253086,0.02868347,0.003507327,0.0002044737,0.0009114205,0.006777564,0.002461738,0.03397189,0.2951089,0.000604286],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0006788535,0.000216513,0.002619837,0.0002330158,0.0001833548,0.9906696,0.003973209,0.0001236301,0.001302032],"genre_scores_gemma":[0.0007518957,0.00005158813,0.002076179,0.0001115353,0.00001717234,0.9965131,0.0002094321,0.000008151343,0.0002610223],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1205306,"threshold_uncertainty_score":0.4032152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02965212255162201,"score_gpt":0.3625411933353457,"score_spread":0.3328890707837237,"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."}}