{"id":"W4206274732","doi":"10.2196/preprints.17023","title":"Compliance With Mobile Ecological Momentary Assessment of Self-Reported Health-Related Behaviors and Psychological Constructs in Adults: Systematic Review and Meta-analysis (Preprint)","year":2019,"lang":"en","type":"preprint","venue":"","topic":"Mental Health Research Topics","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Observational study; Protocol (science); Medicine; Data extraction; Meta-analysis; Compliance (psychology); Psychology; Reporting bias; MEDLINE; Clinical psychology; Alternative medicine; Pathology; Social psychology","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":["metaresearch","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.02997615,0.001797594,0.0112576,0.007844429,0.0005804357,0.004230221,0.002005498,0.001858754,0.004054117],"category_scores_gemma":[0.1006737,0.001375169,0.02206178,0.008879631,0.0007779344,0.002643162,0.00203979,0.00144761,0.0003284173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00334058,"about_ca_system_score_gemma":0.007665203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007326055,"about_ca_topic_score_gemma":0.01921668,"domain_scores_codex":[0.9775146,0.009037587,0.009132855,0.001586497,0.002378917,0.0003495383],"domain_scores_gemma":[0.93356,0.0482426,0.01193642,0.002048185,0.003940494,0.0002723178],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0006345748,0.00002129945,0.002783081,0.7992398,0.1725017,0.00004645963,0.0001600857,0.0001606692,0.0001330246,0.0001858901,0.00134215,0.02279129],"study_design_scores_gemma":[0.0006111889,0.0002854041,0.009908704,0.3303488,0.6501251,0.0001262817,0.0001595621,0.0001860815,0.0003278167,0.000409764,0.007460487,0.00005086273],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004072465,0.9905667,0.0009578855,0.0004496975,0.0002505611,0.001304358,0.001902162,0.0000523178,0.0004438505],"genre_scores_gemma":[0.09607508,0.885686,0.006406652,0.001647886,0.0003497171,0.006882454,0.002499667,0.00005288555,0.0003997017],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9887424,"threshold_uncertainty_score":0.1585309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1766261127401594,"score_gpt":0.4889646245656779,"score_spread":0.3123385118255185,"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."}}