{"id":"W7163318123","doi":"10.2196/82679","title":"WeChat-Based Nursing Interventions in Women’s Mobile Health: Systematic Review (Preprint)","year":2025,"lang":"en","type":"article","venue":"JMIR Nursing","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Psychological intervention; MEDLINE; Qualitative research; Nursing Interventions Classification; mHealth; Intervention (counseling)","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":[0.01309336,0.001510492,0.008305455,0.005516926,0.0008541901,0.003013956,0.001501335,0.002411423,0.01031199],"category_scores_gemma":[0.05573785,0.001174498,0.01160971,0.006147582,0.00125079,0.002768839,0.00231371,0.002770877,0.0005040096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00517242,"about_ca_system_score_gemma":0.01191144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01802862,"about_ca_topic_score_gemma":0.05415763,"domain_scores_codex":[0.9889148,0.005244215,0.003265003,0.0007250529,0.001393659,0.0004572843],"domain_scores_gemma":[0.9745668,0.01863621,0.004462244,0.0005132618,0.001371577,0.0004499222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.002622805,0.0001735549,0.0005123162,0.9042792,0.02619376,0.00004233173,0.0003929013,0.00008175123,0.0002403657,0.0001729743,0.001993419,0.06329469],"study_design_scores_gemma":[0.01325052,0.002219484,0.008158236,0.7435424,0.2186124,0.0001044718,0.0007595723,0.0001400188,0.0003500496,0.0003671883,0.01241073,0.00008488943],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00936781,0.9828849,0.0006038892,0.001056426,0.0008326275,0.003209814,0.001152849,0.00006864325,0.0008229805],"genre_scores_gemma":[0.1177081,0.8664907,0.004422327,0.002794931,0.0002779028,0.006977936,0.0005109879,0.00003332682,0.0007838275],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01802862,"threshold_uncertainty_score":0.06924516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05192088492803686,"score_gpt":0.5069106419868995,"score_spread":0.4549897570588626,"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."}}