{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001138864,0.0002832961,0.001770945,0.00014708,0.0003676777,0.00004883195,0.00003975673,0.0001515236,0.00004289353],"category_scores_gemma":[0.0005944382,0.0001750573,0.0001071271,0.0002726004,0.000133851,0.0005025557,0.0000245146,0.0002656413,0.000009231951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004948336,"about_ca_system_score_gemma":0.002924897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001510501,"about_ca_topic_score_gemma":0.00003132229,"domain_scores_codex":[0.9967766,0.0003555256,0.001221123,0.0004455872,0.0003611533,0.0008399753],"domain_scores_gemma":[0.9976307,0.0003636064,0.0007872906,0.0004473894,0.0002491098,0.000521968],"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":[0.9429655,0.000570956,0.0004108247,0.001096785,0.0001246322,0.00002751054,0.007823784,0.000003609408,0.000005328046,0.001561187,0.00009701213,0.04531286],"study_design_scores_gemma":[0.9737457,0.01188076,0.0003853425,0.0001059437,0.0001901156,0.0001303919,0.006707703,0.0001691199,0.0001002601,0.0008824534,0.005524881,0.0001773308],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810244,0.001364193,0.0002774533,0.006089682,0.0002181432,0.008183899,0.000007797823,0.0002917395,0.002542641],"genre_scores_gemma":[0.9878042,0.003705081,0.00265455,0.002773561,0.0002136161,0.002514479,0.0001202965,0.0000216655,0.0001925733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04513552,"threshold_uncertainty_score":0.7138628,"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."}}