{"id":"W3182419356","doi":"10.36106/gjra/6311237","title":"MEDICARE AI-ASSISTED AI IN HEALTHCARE","year":2021,"lang":"en","type":"article","venue":"GLOBAL JOURNAL FOR RESEARCH ANALYSIS","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lambton College","funders":"","keywords":"Instant; Health care; Order (exchange); Computer science; Disease; Medicine; Medical emergency; Business; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002246238,0.0003756903,0.0002381361,0.0008034222,0.0007772701,0.003466388,0.0009838049,0.001825669,0.01234661],"category_scores_gemma":[0.00536468,0.0002134062,0.0003505891,0.0008090013,0.002011304,0.003242605,0.002296925,0.001581332,0.003507413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001138901,"about_ca_system_score_gemma":0.001117672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002007446,"about_ca_topic_score_gemma":0.001445066,"domain_scores_codex":[0.9980968,0.001037828,0.00008925013,0.0002035705,0.0004503099,0.0001223015],"domain_scores_gemma":[0.9976124,0.001366037,0.0001107241,0.0003178449,0.0003889113,0.0002041845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001393212,0.0002076947,0.002802324,0.0008634449,0.00008193066,0.0004449617,0.001372552,0.01419485,0.00556535,0.5088307,0.06554634,0.3999505],"study_design_scores_gemma":[0.00005142307,0.0001795958,0.002141991,0.0006059833,0.00003544267,0.0006491808,0.001051582,0.1033399,0.004529816,0.4796949,0.4076584,0.00006180652],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02527993,0.036145,0.4708194,0.05335307,0.003458688,0.0003464478,0.0005078102,0.002890936,0.4071987],"genre_scores_gemma":[0.7128218,0.01485809,0.1860703,0.007312675,0.001692715,0.0002680914,0.0007571238,0.00024844,0.07597076],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01234661,"threshold_uncertainty_score":0.04130358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3485792399035769,"score_gpt":0.6156927671070448,"score_spread":0.2671135272034679,"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."}}