{"id":"W4384119940","doi":"10.2196/42831","title":"Information and Communication Technology Medicine: Integrative Specialty for the Future of Medicine","year":2023,"lang":"en","type":"article","venue":"Interactive Journal of Medical Research","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Information and Communications Technology; Pace; Specialty; Knowledge management; Medicine; Computer science; World Wide Web; Family medicine","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":[0.01114225,0.0009186876,0.001276287,0.003510287,0.004800978,0.01610924,0.001615507,0.009904987,0.009570783],"category_scores_gemma":[0.01292547,0.0003181572,0.001039399,0.002162516,0.02972115,0.01680113,0.006754897,0.01300702,0.003413534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005892926,"about_ca_system_score_gemma":0.01058253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001518982,"about_ca_topic_score_gemma":0.001563704,"domain_scores_codex":[0.992269,0.004453421,0.0003593343,0.0007907696,0.001560161,0.0005673205],"domain_scores_gemma":[0.9781972,0.01419061,0.001242242,0.001365291,0.002639733,0.002365028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004610292,0.00007792451,0.0008576206,0.00106008,0.00004246265,0.000248251,0.004990492,0.0002980806,0.0005275017,0.7805409,0.1242006,0.08711004],"study_design_scores_gemma":[0.00002458023,0.00007322347,0.0007347645,0.001672967,0.00003188425,0.0008719618,0.003378361,0.0005244129,0.000203943,0.432405,0.5600293,0.00004956382],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.001913125,0.1987219,0.01224767,0.7166911,0.01880667,0.00004660911,0.0000486017,0.0001556612,0.05136866],"genre_scores_gemma":[0.1887791,0.3478474,0.0296362,0.292047,0.1051568,0.0003158258,0.0001591164,0.0002031496,0.03585546],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01610924,"threshold_uncertainty_score":0.05892658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2178032454015276,"score_gpt":0.5831480573162491,"score_spread":0.3653448119147215,"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."}}