{"id":"W4387746409","doi":"10.1016/s1569-1993(23)01538-2","title":"616 It takes a village: cystic fibrosis research beyond borders","year":2023,"lang":"en","type":"article","venue":"Journal of Cystic Fibrosis","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Cystic Fibrosis Canada","funders":"Canadian Institutes of Health Research; National Institutes of Health; Cystic Fibrosis Foundation","keywords":"Cystic fibrosis; Medicine; Intensive care medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01753695,0.000489396,0.001197054,0.00139291,0.009395581,0.0157797,0.001395241,0.01367888,0.03047889],"category_scores_gemma":[0.02668254,0.0004357687,0.0008885696,0.001367125,0.01575338,0.02334928,0.01524876,0.01830146,0.005931663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004691894,"about_ca_system_score_gemma":0.02111175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00634706,"about_ca_topic_score_gemma":0.009529094,"domain_scores_codex":[0.9887367,0.005876891,0.0004589625,0.0008823794,0.001960083,0.002084914],"domain_scores_gemma":[0.961841,0.01048101,0.001489757,0.002522,0.004650737,0.01901546],"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":[0.0001738414,0.0001582569,0.00328256,0.0004315436,0.00008038944,0.001083321,0.006621311,0.0001309572,0.001013187,0.3789655,0.5233108,0.08474827],"study_design_scores_gemma":[0.00008961906,0.0001590181,0.003171905,0.001759355,0.00004217476,0.0005748897,0.01739641,0.00008775393,0.0003110055,0.2012351,0.7750857,0.0000871546],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004052349,0.02347944,0.0008761222,0.9173093,0.01936652,0.00001301391,0.00007117346,0.00006437895,0.03476765],"genre_scores_gemma":[0.2331472,0.04302549,0.003209256,0.6100693,0.038886,0.00010961,0.0002852843,0.0002904783,0.07097737],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03047889,"threshold_uncertainty_score":0.1019621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03914140365651166,"score_gpt":0.3861669880734343,"score_spread":0.3470255844169227,"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."}}