{"id":"W4387499884","doi":"10.1503/cmaj.230834","title":"Puffy fingers and abnormal nail fold capillaries","year":2023,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Nail (fastener); Rheumatology; Physical examination; Dermatology; RAYNAUD DISEASE; Surgery; Internal medicine","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":[0.0001872896,0.0009818269,0.0004798501,0.001904227,0.0009452889,0.0006508122,0.000629076,0.001471648,0.006256755],"category_scores_gemma":[0.001252237,0.0003976319,0.0003535712,0.0007380444,0.0008865573,0.0007837244,0.0003504184,0.00172115,0.0007993071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000912628,"about_ca_system_score_gemma":0.0008222727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01565216,"about_ca_topic_score_gemma":0.01484832,"domain_scores_codex":[0.9997278,0.00001978852,0.00001687716,0.00006787384,0.00007134103,0.00009623092],"domain_scores_gemma":[0.9994763,0.0001461158,0.00006429967,0.00004519304,0.00006193224,0.0002062147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0001345637,0.00006920342,0.01696921,0.00004917344,0.00001890807,0.9735805,0.0001042752,0.0001216268,0.00403831,0.0004400996,0.0006964985,0.003777687],"study_design_scores_gemma":[0.0000257527,0.0001201297,0.04843009,0.00003634579,0.00002357524,0.9478425,0.0001768551,0.0004985583,0.001288012,0.0005079658,0.001027757,0.00002245096],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9228166,0.005679113,0.003451748,0.004770529,0.0004256797,0.000278688,0.0009049533,0.0004206465,0.06125193],"genre_scores_gemma":[0.9947091,0.0007220747,0.0005870874,0.0006633983,0.0001126061,0.00000693119,0.00006964349,0.00001074084,0.003118344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01565216,"threshold_uncertainty_score":0.03112209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009608919958935617,"score_gpt":0.2264962049886481,"score_spread":0.2168872850297124,"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."}}