{"id":"W4406566976","doi":"10.1016/b978-0-323-64295-8.00018-7","title":"10.1016/b978-0-323-64295-8.00018-7","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Intensive care 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000763858,0.002057926,0.00132545,0.001697828,0.001388976,0.004395002,0.002789222,0.003704431,0.9798158],"category_scores_gemma":[0.001516933,0.0007973033,0.0008421375,0.001892844,0.001052613,0.00409962,0.003487785,0.001986657,0.9899356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008196618,"about_ca_system_score_gemma":0.0007842634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00312385,"about_ca_topic_score_gemma":0.003514406,"domain_scores_codex":[0.9996184,0.0000223722,0.00002166536,0.0001277311,0.0001413763,0.00006847884],"domain_scores_gemma":[0.9986634,0.0004217823,0.00008626685,0.0001804523,0.000230458,0.0004175818],"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":[0.0001250717,0.0001075731,0.0002697837,0.000391447,0.00001408379,0.0001017863,0.00008326301,0.00026526,0.001874851,0.006625286,0.4303356,0.559806],"study_design_scores_gemma":[0.00001532349,0.00003752543,0.0004013787,0.0002240164,0.000005923755,0.0001412445,0.00006188349,0.00008872022,0.0002367665,0.001086264,0.9976901,0.00001090641],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001316548,0.0004112371,0.0006778641,0.0002260008,0.0001429742,0.00003609136,0.000558127,0.0007813803,0.9970347],"genre_scores_gemma":[0.0003210171,0.0002095059,0.0002799657,0.00009053548,0.00002742145,0.00002452026,0.0003250091,0.0001822218,0.9985399],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02018416,"threshold_uncertainty_score":0.02879018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01318152010134115,"score_gpt":0.229139883703117,"score_spread":0.2159583636017758,"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."}}