{"id":"W2996356110","doi":"10.1093/pch/pxz147","title":"Making it over the finish line: Short cuts to a fulfilled life","year":2019,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Biotechnology and Related Fields","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Paediatric Society","funders":"","keywords":"Finish line; Line (geometry); Medicine; Engineering drawing; Computer science; Engineering; Mathematics; Geometry; Geology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006332117,0.001236186,0.001029029,0.000826197,0.01524594,0.01205262,0.001904475,0.009511761,0.0809648],"category_scores_gemma":[0.02316916,0.0008130245,0.0008530424,0.0004286742,0.006665022,0.01327679,0.01606924,0.03190382,0.05280482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00482585,"about_ca_system_score_gemma":0.008372322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003975801,"about_ca_topic_score_gemma":0.01214367,"domain_scores_codex":[0.9923903,0.002754435,0.0002198906,0.0004574332,0.002119737,0.002058106],"domain_scores_gemma":[0.9710038,0.001847099,0.0005531987,0.0006239912,0.003253019,0.02271885],"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":[0.00002785229,0.00006299458,0.0001292152,0.000050391,0.000003204445,0.0003647519,0.003582989,0.00001474427,0.0001298474,0.003269915,0.9707214,0.02164274],"study_design_scores_gemma":[0.00001616047,0.00009628331,0.0003811098,0.0003678607,0.00000349607,0.001166866,0.02535196,0.00004151731,0.00007537951,0.005309631,0.9671523,0.0000373408],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004981238,0.01002767,0.003893227,0.8119447,0.1023482,0.0001842549,0.0001191601,0.0009624363,0.06553904],"genre_scores_gemma":[0.06138028,0.01373556,0.008768386,0.4756882,0.02956168,0.0005285827,0.0004230529,0.002410509,0.4075038],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0809648,"threshold_uncertainty_score":0.2708542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02019733844923898,"score_gpt":0.3098768944446,"score_spread":0.289679555995361,"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."}}