{"id":"W4392356756","doi":"10.18280/ria.380121","title":"Accurate AI-Based Chatbot to Diagnose Heart Diseases Pre-Human Doctor Consultation","year":2024,"lang":"fr","type":"article","venue":"Revue d intelligence artificielle","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chatbot; Medicine; Computer science; Psychology; Data science; 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":[0.001397863,0.0009240118,0.0008830816,0.0009172881,0.0006625658,0.0007247784,0.001229199,0.001114207,0.002742552],"category_scores_gemma":[0.003836524,0.0001978085,0.0003162849,0.0003885873,0.0002443712,0.0007795644,0.0008802774,0.00080382,0.001508568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006543336,"about_ca_system_score_gemma":0.0009185169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004033926,"about_ca_topic_score_gemma":0.004374423,"domain_scores_codex":[0.9991313,0.0002934493,0.00005771095,0.0002215488,0.0001799124,0.0001160207],"domain_scores_gemma":[0.9975995,0.001310278,0.0001995101,0.0001658444,0.0004718907,0.0002528551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.004278651,0.003353167,0.07276931,0.001349314,0.0002976906,0.001718466,0.0007089904,0.1899005,0.03841121,0.005272406,0.05103255,0.6309077],"study_design_scores_gemma":[0.0000895675,0.0005439166,0.01205123,0.0000496134,0.00004504862,0.0002684839,0.0002299092,0.9699717,0.009501511,0.002430118,0.004783904,0.00003504799],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5072794,0.002101418,0.4519505,0.001914238,0.0009471533,0.001126625,0.003475243,0.01691028,0.01429512],"genre_scores_gemma":[0.8910679,0.0002079209,0.1000167,0.000409025,0.00009498365,0.000360198,0.002486605,0.00005866088,0.005298113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004033926,"threshold_uncertainty_score":0.009174764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1316792074305415,"score_gpt":0.451629806247289,"score_spread":0.3199505988167475,"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."}}