{"id":"W4406565048","doi":"10.1016/j.ypdi.2015.01.021","title":"10.1016/j.ypdi.2015.01.021","year":2000,"lang":"en","type":"review","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; Bronchiectasis; Cystic fibrosis; Antibiotics; Intensive care medicine; Internal medicine; Microbiology; 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":[0.0003469265,0.0008120923,0.0007759735,0.001109752,0.0002939616,0.001512069,0.000915332,0.001804996,0.3520455],"category_scores_gemma":[0.0007211452,0.0002089223,0.0003764889,0.001140575,0.0004485986,0.001417679,0.0007465933,0.001472857,0.3664598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004501525,"about_ca_system_score_gemma":0.0007038524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008443503,"about_ca_topic_score_gemma":0.0009291871,"domain_scores_codex":[0.9998959,0.00001241051,0.00001017351,0.00001948722,0.00004287165,0.00001911387],"domain_scores_gemma":[0.9996904,0.00007932825,0.00005204697,0.00001455554,0.00008629711,0.00007736435],"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":[0.0001338081,0.00006310867,0.0002522256,0.002626417,0.00003347845,0.0001603211,0.00003874564,0.00008977765,0.0009019937,0.002709988,0.1588418,0.8341483],"study_design_scores_gemma":[0.00002924971,0.00003990001,0.0004901793,0.0009860554,0.00002299612,0.0008421611,0.00002481463,0.00002578926,0.0001724497,0.001034555,0.9963248,0.000007003307],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.001037719,0.8072439,0.00121493,0.007177717,0.004031383,0.00005740676,0.001389715,0.0005713512,0.1772759],"genre_scores_gemma":[0.009586198,0.5981379,0.002437609,0.006518329,0.004367056,0.0001204061,0.002513323,0.000144254,0.376175],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6479545,"threshold_uncertainty_score":0.9242284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02605430697899808,"score_gpt":0.3180544104869615,"score_spread":0.2920001035079634,"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."}}