{"id":"W4406384728","doi":"10.1016/j.ypdi.2016.01.045","title":"10.1016/j.ypdi.2016.01.045","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Cystic fibrosis; 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":[0.0007836232,0.000877411,0.000622823,0.001540433,0.0009165224,0.003379439,0.001216084,0.003814074,0.8898655],"category_scores_gemma":[0.001857294,0.0004165695,0.0005701464,0.0007896703,0.0009353008,0.002303407,0.001518062,0.002058228,0.8767467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000837378,"about_ca_system_score_gemma":0.001243934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001774693,"about_ca_topic_score_gemma":0.001589436,"domain_scores_codex":[0.9997298,0.00002295009,0.00002343296,0.00007183114,0.00008716895,0.00006479848],"domain_scores_gemma":[0.9987788,0.0001806465,0.0001371081,0.00008751079,0.0002340593,0.0005818475],"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":[0.000239464,0.0001358963,0.003078395,0.0004004895,0.0000257113,0.0004059101,0.0001070384,0.0001447263,0.0008471397,0.004833313,0.4342937,0.5554882],"study_design_scores_gemma":[0.00004453908,0.00006020519,0.002897874,0.0005821005,0.00002091386,0.002194066,0.000162461,0.0001291373,0.000380919,0.004030982,0.9894782,0.00001870449],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003582714,0.02148235,0.00390457,0.01806268,0.005018648,0.0001316168,0.004825224,0.00281373,0.9401786],"genre_scores_gemma":[0.01087443,0.006618767,0.002288732,0.003708876,0.001369071,0.00008612546,0.002712003,0.0004601322,0.9718819],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1101345,"threshold_uncertainty_score":0.1570936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00807372429520932,"score_gpt":0.2373685132108358,"score_spread":0.2292947889156265,"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."}}