{"id":"W2031131917","doi":"10.1002/ppul.20006","title":"The cystic fibrosis effort in Canada: Advancing on many fronts","year":2004,"lang":"en","type":"letter","venue":"Pediatric Pulmonology","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Cystic Fibrosis Canada","funders":"","keywords":"Medicine; Officer; Library science; Management; Political science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0003054697,0.0005344989,0.0009793472,0.00054912,0.0001818582,0.00003010399,0.0006318439,0.0006323635,0.0001022323],"category_scores_gemma":[0.001485765,0.0003949003,0.0001512559,0.0005629276,0.0001337765,0.00005845007,0.0001905356,0.003811062,0.0001875186],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005822836,"about_ca_system_score_gemma":0.007291426,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4672318,"about_ca_topic_score_gemma":0.5319979,"domain_scores_codex":[0.9953667,0.0001444389,0.0007969979,0.0008589549,0.000995339,0.001837587],"domain_scores_gemma":[0.996487,0.001944072,0.0002953646,0.0009599979,0.0001084575,0.0002050875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005375326,0.00005898905,0.02590819,0.0006952447,0.00007120567,0.007552862,0.00001800153,0.0002151952,0.00002547865,0.00001623686,0.9587807,0.006120374],"study_design_scores_gemma":[0.002217525,0.0008287036,0.1136139,0.000281764,0.0002672748,0.000415288,0.00004703146,0.0002283293,0.00003554734,0.001020071,0.8803535,0.0006910348],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0644403,0.01799637,0.0001990164,0.9076088,0.004037347,0.002892352,0.0002523931,0.0001499968,0.00242339],"genre_scores_gemma":[0.1987071,0.01739894,0.007171511,0.7234409,0.03572911,0.002128626,0.001724682,0.0008108864,0.01288828],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1841679,"threshold_uncertainty_score":0.9998503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007513222375250575,"score_gpt":0.2484441557065012,"score_spread":0.2409309333312507,"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."}}