{"id":"W2061062047","doi":"10.1111/j.1445-5994.2006.01138.x","title":"Scleroderma: it has been a long hard journey","year":2006,"lang":"en","type":"letter","venue":"Internal Medicine Journal","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Scleroderma (fungus); Dermatology; Intensive care medicine; Immunology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0009374887,0.0009053365,0.00199191,0.001103631,0.0003351656,0.0002827859,0.0007673114,0.001436797,0.006615012],"category_scores_gemma":[0.0005297003,0.0005827118,0.0009934162,0.0002973024,0.0005736658,0.0001894903,0.0001177187,0.008996887,0.0004731928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006614241,"about_ca_system_score_gemma":0.0007252863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005409402,"about_ca_topic_score_gemma":0.00001313225,"domain_scores_codex":[0.9929846,0.0003177091,0.002348764,0.0006833542,0.002608277,0.001057294],"domain_scores_gemma":[0.9958198,0.0003027101,0.001560074,0.0006836744,0.0008250099,0.0008087399],"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":[0.000147911,0.0001046556,0.007587691,0.0003610491,0.001237228,0.01331173,0.0002276428,0.000003856406,0.0004553729,5.123055e-7,0.9744118,0.002150522],"study_design_scores_gemma":[0.006374333,0.0009336369,0.02975043,0.06075093,0.002643246,0.05375179,0.0001772455,0.00003729334,0.00005789071,0.0001231927,0.844816,0.0005840154],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.008193487,0.02350918,0.0008203545,0.9361919,0.008358774,0.0005070562,0.00003614815,0.0001170353,0.02226603],"genre_scores_gemma":[0.02471419,0.003017389,0.0001589601,0.7432699,0.1044326,0.0000239958,0.0002647298,0.0003077966,0.1238105],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1929221,"threshold_uncertainty_score":0.9998596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07407579763898808,"score_gpt":0.3004083446116201,"score_spread":0.2263325469726321,"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."}}