{"id":"W2940252859","doi":"10.2196/12574","title":"Relationship Between Adherence to Remote Monitoring and Patient Characteristics: Observational Study in Women With Pregnancy-Induced Hypertension","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Anxiety; Psychosocial; Medicine; Edinburgh Postnatal Depression Scale; Clinical psychology; Patient Health Questionnaire; Depression (economics); Observational study; Personality; Psychiatry; Psychology; Depressive symptoms; Internal medicine","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":[0.001131372,0.000238353,0.0006238763,0.0005747736,0.0006678394,0.0006734424,0.0003864277,0.0008072143,0.001208858],"category_scores_gemma":[0.004020798,0.0004199244,0.0005467403,0.001357735,0.0003421212,0.0006097296,0.0005716477,0.001230175,0.0002183861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003935099,"about_ca_system_score_gemma":0.0004124937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004540544,"about_ca_topic_score_gemma":0.004712526,"domain_scores_codex":[0.9990388,0.0003446437,0.0001322542,0.0001669608,0.0001956633,0.0001216878],"domain_scores_gemma":[0.997346,0.0007035894,0.001114471,0.0001827321,0.0001801187,0.0004730329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008275069,0.0001302692,0.9989316,0.00001110139,0.00003842869,0.00004546804,0.0001676332,0.0000114634,0.00006061819,0.000003778631,0.00003279115,0.0004841209],"study_design_scores_gemma":[0.00001457018,0.0003738655,0.9986929,0.000009091566,0.00002883425,0.0001792378,0.0004461503,0.0001286737,0.0000196861,0.000008193876,0.00009412419,0.000004627708],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994445,0.0001139212,0.00004272661,0.00002713859,0.000003454539,0.00002063749,0.0001606427,0.000001366927,0.0001855466],"genre_scores_gemma":[0.9996158,0.0000684948,0.00005916051,0.000037743,0.000005130358,0.00002560726,0.0001413297,0.000001019479,0.00004574929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004540544,"threshold_uncertainty_score":0.009028196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1745404245412345,"score_gpt":0.3906428672766412,"score_spread":0.2161024427354067,"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."}}