{"id":"W4402031207","doi":"10.2196/57289","title":"Smartphone Apps for Pulmonary Hypertension: Systematic Search and Content Evaluation","year":2024,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Android (operating system); mHealth; App store; Medicine; Health professionals; Health care; Smartphone application; Population; World Wide Web; Internet privacy; Computer science; Multimedia; Nursing; Psychological intervention","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":[0.01618909,0.001810538,0.007788289,0.03050284,0.001086285,0.002934084,0.002625337,0.001616524,0.00720063],"category_scores_gemma":[0.0613962,0.001040639,0.006609245,0.01543741,0.001264406,0.004555817,0.003991,0.001030992,0.0008970633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004420004,"about_ca_system_score_gemma":0.01552818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007671992,"about_ca_topic_score_gemma":0.02649002,"domain_scores_codex":[0.9841666,0.004647357,0.00741967,0.0007073858,0.002604456,0.0004545849],"domain_scores_gemma":[0.9362901,0.04360418,0.01079716,0.0008997024,0.007464292,0.0009445707],"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":[0.0004090257,0.00003248056,0.001283223,0.9427918,0.002986965,0.0001917941,0.0007232703,0.00007377191,0.0002787877,0.0001920271,0.002208172,0.04882879],"study_design_scores_gemma":[0.0005889272,0.000641095,0.007072983,0.9359768,0.03180792,0.0005356435,0.001105469,0.0002312591,0.000294324,0.0003605015,0.02131273,0.00007226468],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01856396,0.9485312,0.001856253,0.002410463,0.0003792878,0.01313716,0.01152224,0.0002200099,0.003379499],"genre_scores_gemma":[0.07118821,0.8955369,0.009330688,0.002623495,0.0002749198,0.01498863,0.004867494,0.00008848932,0.001101169],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03050284,"threshold_uncertainty_score":0.08561707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4647040611697963,"score_gpt":0.5587061156245987,"score_spread":0.09400205445480236,"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."}}