{"id":"W4403824620","doi":"10.2196/57271","title":"Unveiling the Influence of AI on Advancements in Respiratory Care: Narrative Review","year":2024,"lang":"en","type":"review","venue":"Interactive Journal of Medical Research","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preprint; Narrative; Artificial intelligence; Cognitive science; Psychology; Computer science; Art; Literature; World Wide Web","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":[0.002627378,0.0007238466,0.001341007,0.005661293,0.0004516199,0.002526737,0.0009188571,0.001581897,0.003296637],"category_scores_gemma":[0.01203944,0.0003981734,0.001448691,0.005558717,0.0008030602,0.002376134,0.001092662,0.001510609,0.0004670241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001457582,"about_ca_system_score_gemma":0.006102347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003086377,"about_ca_topic_score_gemma":0.006781972,"domain_scores_codex":[0.9986147,0.0005163852,0.0003327226,0.0001530412,0.0003167827,0.00006643558],"domain_scores_gemma":[0.9888798,0.009217073,0.0009922901,0.00009688627,0.0006771378,0.0001368309],"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":[0.0001081055,0.00004420768,0.0006633489,0.3883072,0.0008592268,0.0003282279,0.0008898258,0.0003342218,0.0003399263,0.007626127,0.01622409,0.5842754],"study_design_scores_gemma":[0.00003459408,0.0001344155,0.003117806,0.4723415,0.002835077,0.001869617,0.001049416,0.0001427467,0.000302208,0.003219624,0.5148992,0.00005377776],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001041228,0.9989684,0.00004137006,0.0003964844,0.00007793464,0.000006679559,0.00001576442,0.000001732648,0.0003875172],"genre_scores_gemma":[0.001645063,0.9977643,0.0001241338,0.0002958339,0.00008365525,0.00001174296,0.00001482063,9.203474e-7,0.00005948168],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005661293,"threshold_uncertainty_score":0.01389503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4582661623212249,"score_gpt":0.6893407949128618,"score_spread":0.231074632591637,"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."}}