{"id":"W4393301825","doi":"10.15353/cfs-rcea.v11i1.688","title":"with ChatGPT","year":2024,"lang":"en","type":"article","venue":"Canadian Food Studies / La Revue canadienne des études sur l alimentation","topic":"COVID-19 diagnosis using AI","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005347746,0.0005103895,0.0004888647,0.001049661,0.003054992,0.002381088,0.0009372922,0.001695602,0.1264875],"category_scores_gemma":[0.02994143,0.0004102112,0.0003337236,0.001013996,0.001336492,0.003122446,0.002844643,0.002914562,0.03737395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002411921,"about_ca_system_score_gemma":0.003141159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01153223,"about_ca_topic_score_gemma":0.01692999,"domain_scores_codex":[0.9961663,0.002043908,0.0002678616,0.0003639808,0.0006126065,0.0005452117],"domain_scores_gemma":[0.982001,0.008927783,0.0005236638,0.001554534,0.003235256,0.003757821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007834195,0.001064377,0.01957559,0.001484461,0.00002052871,0.00178952,0.1671171,0.0003075476,0.004172404,0.01255628,0.5637766,0.2273522],"study_design_scores_gemma":[0.00007081079,0.0003306222,0.01095242,0.0002513093,0.000008806097,0.0003001606,0.04980599,0.0006110492,0.0005580696,0.001833172,0.9351886,0.00008898017],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.4654717,0.001873274,0.04595983,0.03648111,0.006926953,0.01616351,0.0320218,0.01507208,0.3800298],"genre_scores_gemma":[0.5857143,0.001257368,0.04560325,0.03289652,0.00128738,0.03014226,0.008191044,0.003595702,0.2913122],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8735125,"threshold_uncertainty_score":0.4231428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0494421096782855,"score_gpt":0.2936595317297626,"score_spread":0.2442174220514771,"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."}}