{"id":"W7108665384","doi":"10.2196/71161","title":"Health System Community Partnership to Design an Online Resource to Address Perinatal Information Needs for Black Families: Action Research Study","year":2025,"lang":"en","type":"article","venue":"JMIR Pediatrics and Parenting","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"General partnership; Resource (disambiguation); Action (physics); Community-based participatory research; Community health; Health information; Participatory action research; Information system; Health care","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":[0.0108084,0.0003375789,0.0002296851,0.0008496006,0.00757012,0.002885645,0.001012745,0.001244822,0.009966349],"category_scores_gemma":[0.008813691,0.0003472536,0.0002824867,0.0007446762,0.001014752,0.001622756,0.005113521,0.002615478,0.001226104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004149569,"about_ca_system_score_gemma":0.04160878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04417103,"about_ca_topic_score_gemma":0.09985347,"domain_scores_codex":[0.9943764,0.003832646,0.00007513387,0.0002358102,0.0004907814,0.000989252],"domain_scores_gemma":[0.9900653,0.002094587,0.0003873664,0.0003619812,0.001563606,0.005527103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004002496,0.01122211,0.08443324,0.001593185,0.00006722127,0.002944225,0.286642,0.000645234,0.003596246,0.01008305,0.1375689,0.4608043],"study_design_scores_gemma":[0.0004309224,0.002055471,0.05445584,0.00161469,0.00009347085,0.0006281411,0.5676014,0.001608942,0.002191783,0.002782079,0.3664538,0.00008358291],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8343756,0.001666035,0.01041128,0.05447314,0.0005561166,0.01588094,0.001473813,0.0002868137,0.08087633],"genre_scores_gemma":[0.8644561,0.002334226,0.05520729,0.01454281,0.0001080524,0.01688877,0.0009837289,0.0001403338,0.0453386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04417103,"threshold_uncertainty_score":0.08782786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.338784995245355,"score_gpt":0.5485768041936107,"score_spread":0.2097918089482557,"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."}}