{"id":"W4406565052","doi":"10.1016/j.ypdi.2013.02.034","title":"10.1016/j.ypdi.2013.02.034","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Idiopathic pulmonary fibrosis; Pulmonary fibrosis; Internal medicine; Prospective cohort study; Fibrosis; Lung","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006837946,0.0009524608,0.0005806745,0.001628251,0.0009381616,0.002890291,0.0009305395,0.003133707,0.8853055],"category_scores_gemma":[0.0014631,0.0003934446,0.0005286058,0.0008052699,0.0007833843,0.002170808,0.00136098,0.001763496,0.8471513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007890908,"about_ca_system_score_gemma":0.001045916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001799743,"about_ca_topic_score_gemma":0.001638441,"domain_scores_codex":[0.9997209,0.00002410894,0.00002349017,0.00007612353,0.00008246519,0.00007289476],"domain_scores_gemma":[0.9990639,0.0001464077,0.0001175841,0.00005949592,0.000186419,0.0004262555],"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":[0.0003060041,0.0002479048,0.007280583,0.0004349813,0.00003847161,0.0005830082,0.0001330366,0.0001841959,0.0008668656,0.005233968,0.3396319,0.6450591],"study_design_scores_gemma":[0.00006139537,0.0001033121,0.006329141,0.0007931241,0.00003645912,0.004195444,0.0002814175,0.0001955384,0.0004726805,0.004692744,0.9828111,0.00002763319],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006943991,0.02263013,0.003128123,0.0146666,0.00465836,0.000120034,0.004629343,0.002037333,0.9411861],"genre_scores_gemma":[0.0181882,0.006721227,0.00214142,0.003224996,0.001346016,0.00008331289,0.002398322,0.0003489901,0.9655475],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1146945,"threshold_uncertainty_score":0.1635976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004717027001635547,"score_gpt":0.1871583854982409,"score_spread":0.1824413584966054,"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."}}