{"id":"W4409597596","doi":"10.2196/60087","title":"Cardiac Implantable Electronic Device Educational Application for Cardiac Anesthesiology Trainees: Tutorial on App Development","year":2025,"lang":"en","type":"article","venue":"JMIR Medical Education","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Anesthesiology; Preprint; Intersection (aeronautics); Medical education; Medicine; Engineering; Computer science; Anesthesia; World Wide Web; Transport engineering","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":[0.00170253,0.001101655,0.0003226155,0.0007331287,0.0005131314,0.0009543583,0.000948403,0.0008043139,0.01110855],"category_scores_gemma":[0.006437605,0.000248924,0.0004072741,0.0003534915,0.0003834899,0.001304865,0.002417858,0.0009932407,0.005502942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003517574,"about_ca_system_score_gemma":0.001629769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003339699,"about_ca_topic_score_gemma":0.001057194,"domain_scores_codex":[0.9990678,0.0003887877,0.00007166798,0.0001170104,0.0002337872,0.0001208675],"domain_scores_gemma":[0.9964606,0.00223277,0.0002858444,0.0001639561,0.0004780151,0.0003789128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001771093,0.001748148,0.004960518,0.002520851,0.00001667495,0.001052023,0.003912989,0.000795202,0.0220981,0.001365742,0.02914094,0.9322118],"study_design_scores_gemma":[0.0002115042,0.00836134,0.05343146,0.008747279,0.0002014492,0.01285115,0.006264071,0.01240544,0.06700169,0.005760005,0.8245617,0.000202984],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.310284,0.01577254,0.4202226,0.006179411,0.002531239,0.01019722,0.002072492,0.0137775,0.218963],"genre_scores_gemma":[0.3316056,0.01443305,0.5663102,0.003785214,0.0009972772,0.007114998,0.002226469,0.0009868108,0.07254041],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01110855,"threshold_uncertainty_score":0.03716177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003544929319304035,"score_gpt":0.2602330899455538,"score_spread":0.2566881606262497,"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."}}