{"id":"W2002142399","doi":"10.1038/nrrheum.2013.167","title":"To screen or not to screen for PAH in connective tissue diseases?","year":2013,"lang":"en","type":"review","venue":"Nature Reviews Rheumatology","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St Joseph's Health Centre","funders":"","keywords":"Medicine; Connective tissue; Pathology; Dermatology; Computational biology","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":[],"category_scores_codex":[0.0007257179,0.001060943,0.009263615,0.000879562,0.00008739094,0.00004140894,0.0006534882,0.002459196,0.0006016784],"category_scores_gemma":[0.005436975,0.0006226613,0.00115956,0.001317079,0.00006891445,0.00006919924,0.0002242132,0.001246412,0.002136912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003726828,"about_ca_system_score_gemma":0.0007211071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001594367,"about_ca_topic_score_gemma":0.00008027903,"domain_scores_codex":[0.9940886,0.0007633269,0.00244554,0.001447869,0.0003648654,0.0008898067],"domain_scores_gemma":[0.99511,0.001417474,0.0008526649,0.00126743,0.0003158462,0.001036538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002449555,0.0001509282,0.00005314461,0.03702907,0.0003297722,0.0000368174,0.00004096356,1.392968e-7,0.000001164578,0.000250082,0.1362876,0.8255754],"study_design_scores_gemma":[0.0009970388,0.0003929904,0.00009390246,0.1689584,0.001730701,0.0004468154,0.0000253806,0.000002081598,0.000001385045,0.000006524116,0.8267682,0.00057667],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002443437,0.9744189,0.0001553304,0.0007643602,0.0008478007,0.02261492,0.0009135064,0.00009221139,0.0001685385],"genre_scores_gemma":[0.00003753566,0.9889205,0.001240818,0.002315684,0.0002388303,0.005084314,0.0009218767,0.0001740229,0.001066468],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8249987,"threshold_uncertainty_score":0.9996225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07241354728421882,"score_gpt":0.4203459229848459,"score_spread":0.347932375700627,"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."}}