{"id":"W4415163463","doi":"10.2196/71859","title":"Endometriosis Support and Development of Digital Technology–Based Interventions: Systematic Review","year":2025,"lang":"en","type":"review","venue":"JMIR Human Factors","topic":"Endometriosis Research and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agence Nationale de la Recherche","keywords":"Generalizability theory; Psychological intervention; eHealth; Interpretation (philosophy); Endometriosis; Systematic review; Value (mathematics)","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":[0.01180192,0.00153563,0.007488239,0.009684922,0.0007591115,0.002772206,0.002185062,0.002188068,0.006889442],"category_scores_gemma":[0.05983875,0.001052772,0.006674891,0.009454969,0.0009172654,0.002632784,0.001838824,0.001472424,0.0003851042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005029175,"about_ca_system_score_gemma":0.01894838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005202105,"about_ca_topic_score_gemma":0.01300129,"domain_scores_codex":[0.9884788,0.005640742,0.003152384,0.0005249848,0.001900277,0.0003029068],"domain_scores_gemma":[0.9495278,0.03977223,0.006714582,0.0005316965,0.002861099,0.0005926471],"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":[0.0002262421,0.00004660735,0.000286662,0.955897,0.003419653,0.0000621587,0.0002082889,0.00008662286,0.0000659354,0.0001390087,0.000642592,0.03891932],"study_design_scores_gemma":[0.0007094585,0.0004170978,0.00225767,0.947525,0.03469791,0.0001947279,0.0004522796,0.0001261846,0.0002117694,0.0002052433,0.01317178,0.00003092434],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002250755,0.9946075,0.000299826,0.0003746638,0.0001330861,0.001452583,0.0003068642,0.00001760109,0.0005572188],"genre_scores_gemma":[0.02694946,0.9678477,0.001790556,0.0004925008,0.00008285151,0.002462851,0.0002161757,0.000006250338,0.000151619],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01180192,"threshold_uncertainty_score":0.06241524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09999673008339878,"score_gpt":0.4354306680935688,"score_spread":0.33543393801017,"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."}}