{"id":"W4389050383","doi":"10.12688/hrbopenres.13799.1","title":"mHealth clinical decision-making tools for maternal and perinatal health care in Sub-Saharan Africa: A systematic review protocol","year":2023,"lang":"en","type":"review","venue":"HRB Open Research","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Irish Research Council","keywords":"mHealth; CINAHL; Health care; Protocol (science); Medicine; Systematic review; Telemedicine; Clinical decision support system; MEDLINE; Critical appraisal; Nursing; Psychological intervention; Alternative medicine; Political science","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":[0.0772711,0.00430249,0.01533133,0.01596684,0.004500447,0.00813566,0.005905244,0.006947847,0.07707603],"category_scores_gemma":[0.07608128,0.005485645,0.01368918,0.01370264,0.004634289,0.009039126,0.00540826,0.005537336,0.009911559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01597,"about_ca_system_score_gemma":0.08352469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008457287,"about_ca_topic_score_gemma":0.02060913,"domain_scores_codex":[0.9666655,0.01262103,0.01196504,0.002679737,0.004410569,0.00165821],"domain_scores_gemma":[0.9440043,0.02488055,0.01065946,0.003737319,0.01417593,0.002542489],"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":[0.002486133,0.0002422729,0.0006452832,0.9457299,0.001377709,0.0004704813,0.00200575,0.0004950145,0.000706559,0.002556469,0.01526021,0.02802423],"study_design_scores_gemma":[0.01697058,0.002014234,0.005819962,0.8000035,0.01102963,0.0007078919,0.003874853,0.0009570346,0.001625261,0.005190171,0.1513704,0.0004365553],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0005254048,0.002806952,0.0008736995,0.0003296647,0.0001070055,0.9911329,0.003726178,0.00004976167,0.0004484274],"genre_scores_gemma":[0.0006006053,0.00227484,0.002581857,0.0002040975,0.00002143418,0.9933466,0.0006256631,0.000006692608,0.000338184],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.0772711,"threshold_uncertainty_score":0.4086535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5879290366278455,"score_gpt":0.7117329348348957,"score_spread":0.1238038982070503,"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."}}