{"id":"W4384561466","doi":"10.1371/journal.pdig.0000277","title":"There’s an App for it: A systematic review of mobile apps providing information about abortion using a revised MARS scale","year":2023,"lang":"en","type":"review","venue":"PLOS Digital Health","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Foundation; University of Toronto","funders":"","keywords":"Mobile apps; Abortion; Scale (ratio); App store; Internet privacy; Mars Exploration Program; World Wide Web; Population; Computer science; Medicine; Pregnancy; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004467003,0.0006916317,0.005547736,0.0005649083,0.001073011,0.00006237673,0.0005967027,0.0005947547,0.00003281176],"category_scores_gemma":[0.001382791,0.0005650431,0.0005993732,0.001412183,0.00006263376,0.001075485,0.0001380817,0.0009099849,0.0004162435],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001550154,"about_ca_system_score_gemma":0.009292326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001371131,"about_ca_topic_score_gemma":0.00004401569,"domain_scores_codex":[0.9876506,0.001140818,0.008353527,0.0006857442,0.0007447673,0.001424527],"domain_scores_gemma":[0.9867256,0.001576601,0.008488161,0.001410281,0.0008482459,0.0009511341],"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":[0.0000112055,0.000120486,0.000002441185,0.8416874,0.00004908858,1.417138e-7,0.0003203165,5.185785e-7,1.603612e-8,0.000325345,0.00153021,0.1559528],"study_design_scores_gemma":[0.0002367014,0.000193941,5.068068e-7,0.6265706,0.000445813,0.00000394036,0.0003723904,0.0002182957,2.312919e-8,0.00004958814,0.3716685,0.0002395993],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000005858089,0.8941853,0.001097753,0.0001658205,0.0002905711,0.1003519,0.003048876,0.0003931718,0.0004607355],"genre_scores_gemma":[0.000005946697,0.8768753,0.0005822108,0.002031344,0.00025888,0.1155979,0.004259029,0.0001669847,0.0002223632],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3701383,"threshold_uncertainty_score":0.9996801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1711003740806582,"score_gpt":0.5044858455215667,"score_spread":0.3333854714409085,"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."}}