{"id":"W3045873687","doi":"10.1038/d41586-020-02113-x","title":"Living, breathing proof","year":2020,"lang":"en","type":"article","venue":"Nature","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Life expectancy; Cystic fibrosis; Disease; Medicine; Breathing; Gerontology; Expectancy theory; Intensive care medicine; Psychology; Internal medicine; Psychiatry; Environmental health; Population; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.003712718,0.0007932513,0.0009081327,0.0006737162,0.004292384,0.005799571,0.001168208,0.005898823,0.03644789],"category_scores_gemma":[0.01409552,0.0003233092,0.0006074573,0.0003291461,0.01406394,0.007958313,0.004092817,0.01725709,0.01848018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002103151,"about_ca_system_score_gemma":0.003205258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00235513,"about_ca_topic_score_gemma":0.00297268,"domain_scores_codex":[0.9976755,0.0005823844,0.00009330359,0.0004507525,0.0009719842,0.0002260202],"domain_scores_gemma":[0.9960585,0.00120024,0.0002202885,0.0007344942,0.0009522728,0.0008342303],"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":[0.00004556628,0.00003045979,0.0002116974,0.0001659937,0.00002449386,0.0001360925,0.0007583308,0.00008755826,0.001108485,0.4198502,0.5460217,0.03155939],"study_design_scores_gemma":[0.0000128349,0.00002280838,0.0001630375,0.0001310607,0.000006195454,0.0001836683,0.0003778059,0.00005002385,0.0003251011,0.08601479,0.9126984,0.00001441298],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002157485,0.06817908,0.01134543,0.5279303,0.09021544,0.00005997788,0.0004629633,0.0004865295,0.2991628],"genre_scores_gemma":[0.09164838,0.03918101,0.008357267,0.3219505,0.03628425,0.0001949388,0.0005277526,0.0008596835,0.5009961],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03644789,"threshold_uncertainty_score":0.1219303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01328423191946871,"score_gpt":0.3191112710486774,"score_spread":0.3058270391292087,"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."}}