{"id":"W4406653482","doi":"10.1016/b978-0-7020-7455-4.00008-x","title":"10.1016/b978-0-7020-7455-4.00008-x","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Cystic fibrosis; Medicine; Internal 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":[0.0006876889,0.001891852,0.001233721,0.001611058,0.001151939,0.003803866,0.002276237,0.003469756,0.9732916],"category_scores_gemma":[0.001285332,0.0006817767,0.0007721304,0.001665925,0.0009997874,0.00374628,0.002792091,0.002016608,0.986873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000740736,"about_ca_system_score_gemma":0.0006764553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002620643,"about_ca_topic_score_gemma":0.002750896,"domain_scores_codex":[0.9996712,0.00001776944,0.00001953597,0.0001060805,0.0001256239,0.0000597489],"domain_scores_gemma":[0.9987581,0.0003641754,0.00008441578,0.0001645672,0.0002156356,0.0004131956],"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":[0.0001142957,0.00009559214,0.0002623225,0.0003628121,0.00001297126,0.0000941805,0.00007654529,0.0002286532,0.001913866,0.006950531,0.4250596,0.5648286],"study_design_scores_gemma":[0.00001246126,0.00002935446,0.0003910993,0.0001813447,0.000004639507,0.0001494292,0.0000448528,0.00006791282,0.0001948633,0.0009646091,0.9979504,0.000008967019],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001311204,0.0005892879,0.000611935,0.0002918621,0.0001850816,0.0000335835,0.0003998631,0.0005905433,0.9971667],"genre_scores_gemma":[0.0003126059,0.0003053839,0.0002863956,0.0001085446,0.00003881954,0.00002316268,0.0002488782,0.000149552,0.9985267],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02670836,"threshold_uncertainty_score":0.03809613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01197176675029792,"score_gpt":0.2304087066712216,"score_spread":0.2184369399209237,"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."}}