{"id":"W4405039664","doi":"10.1182/blood-2024-207293","title":"Characteristics of Myelodysplastic Syndromes with Idiopathic Pulmonary Fibrosis","year":2024,"lang":"en","type":"article","venue":"Blood","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Myelodysplastic syndromes; Idiopathic pulmonary fibrosis; Pulmonary fibrosis; Internal medicine; Fibrosis; Gastroenterology; Lung; Bone marrow","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":[0.000285745,0.0002962654,0.0002998252,0.001130805,0.0003815372,0.0003431125,0.0002128539,0.0003141434,0.004202158],"category_scores_gemma":[0.001235186,0.0001045002,0.0002279976,0.0007592128,0.0003118567,0.0003807081,0.0003684231,0.0002627093,0.0005311947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001654957,"about_ca_system_score_gemma":0.0003091973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007337882,"about_ca_topic_score_gemma":0.0008331914,"domain_scores_codex":[0.9997284,0.00003020823,0.00005016155,0.00005354533,0.00007562568,0.00006200164],"domain_scores_gemma":[0.9986548,0.000191502,0.0007472088,0.0000350067,0.0001039552,0.0002675765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004994851,0.00001410045,0.992345,0.00001767569,0.000008208406,0.004311763,0.00005571797,0.0000530851,0.001138187,0.00006087617,0.0001243213,0.0018211],"study_design_scores_gemma":[0.000006873281,0.0001286118,0.9229122,0.0000236296,0.00001401112,0.07507738,0.0001716129,0.0001662402,0.000263399,0.00009343736,0.001137746,0.000004816856],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937246,0.0008312414,0.0002828218,0.0001075882,0.0000104843,0.00003937758,0.0005379801,0.00001584363,0.004449987],"genre_scores_gemma":[0.9986564,0.0002155627,0.0002307922,0.00004687911,0.00002401383,0.00001691054,0.0004714581,0.00000212106,0.0003358649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004202158,"threshold_uncertainty_score":0.01405764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008046921690209749,"score_gpt":0.2265052028918641,"score_spread":0.2184582812016544,"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."}}