{"id":"W3195240429","doi":"10.2196/28104","title":"Supporting Women Undergoing IVF Treatment With Timely Patient Information Through an App: Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Medicine; In vitro fertilisation; Fertility; Infertility; Family medicine; Pregnancy; Surgery; Population","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":[0.003555757,0.001464625,0.004920261,0.0007172679,0.0007868733,0.001504777,0.001303497,0.003359328,0.01410955],"category_scores_gemma":[0.008747707,0.0007582222,0.004318506,0.0008516727,0.001126934,0.001421008,0.0007847493,0.003108527,0.0008896768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009516376,"about_ca_system_score_gemma":0.002061227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001566992,"about_ca_topic_score_gemma":0.002936746,"domain_scores_codex":[0.9969355,0.001822823,0.0003581952,0.0003711035,0.0002611035,0.0002512517],"domain_scores_gemma":[0.9959372,0.002240974,0.0008621768,0.0001964269,0.0003015646,0.0004616617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9652601,0.009447012,0.0004877941,0.007848279,0.004740929,0.00004693372,0.00009970543,0.0001201957,0.0004320246,0.00008898508,0.0005587681,0.01086915],"study_design_scores_gemma":[0.935163,0.05704917,0.001351775,0.000552738,0.004543522,0.00001713243,0.00007530773,0.0001988903,0.0001276214,0.0001232249,0.0007788762,0.00001868812],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8581955,0.03829832,0.001900803,0.002599777,0.003879502,0.08567182,0.003119053,0.0002698052,0.006065322],"genre_scores_gemma":[0.855784,0.01386761,0.006876856,0.002822673,0.00121755,0.1129925,0.0009305702,0.00002749967,0.005480703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01410955,"threshold_uncertainty_score":0.04720116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03358224718871496,"score_gpt":0.3715739128212681,"score_spread":0.3379916656325532,"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."}}