{"id":"W4387336960","doi":"10.5114/fmpcr.2023.130098","title":"Review: Rapid assessment of patients with palpitations","year":2023,"lang":"en","type":"article","venue":"Family Medicine & Primary Care Review","topic":"Myofascial pain diagnosis and treatment","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Palpitations; Medicine; Primary care; Internal medicine; Family medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003380516,0.0001799724,0.000522716,0.00004093296,0.00004514328,0.000001868503,0.0001477976,0.00003981612,0.00005218854],"category_scores_gemma":[0.0001163119,0.0001166863,0.0001146924,0.0003485446,0.00007384949,0.000003205681,0.00006611051,0.00005814877,0.00001177622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000390946,"about_ca_system_score_gemma":0.0001665848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001149563,"about_ca_topic_score_gemma":0.000003691019,"domain_scores_codex":[0.9986756,0.0001371537,0.0004029187,0.0002928618,0.0003231028,0.0001684008],"domain_scores_gemma":[0.9988618,0.00004350726,0.0001874395,0.0004751972,0.000349894,0.000082142],"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":[0.0000148005,0.0002056965,0.06917701,0.045965,0.0002694682,0.000008169999,0.00004040636,0.000002574105,0.0007328702,0.00005074583,0.6783331,0.2052002],"study_design_scores_gemma":[0.0006817734,0.0009050379,0.3857495,0.0216414,0.0003502391,4.54291e-7,0.00002729917,2.38346e-7,0.00002518847,0.000002562205,0.5904755,0.0001408385],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01346741,0.9756835,0.00004346203,0.001130858,0.0001331197,0.001473416,0.00008449848,0.00002139439,0.007962318],"genre_scores_gemma":[0.02331213,0.9588948,0.0002984615,0.01107456,0.00008885932,0.0002592113,0.005998984,0.00002177243,0.00005118014],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3165725,"threshold_uncertainty_score":0.4758328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01869121205997117,"score_gpt":0.3180222072816675,"score_spread":0.2993309952216963,"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."}}