{"id":"W1945281192","doi":"10.5489/cuaj.523","title":"The importance of follow-up","year":2013,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Academic Writing and Publishing","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Medicine; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.003438045,0.0002838014,0.0005301905,0.001282475,0.001900594,0.00122857,0.0009377956,0.001974095,0.00821221],"category_scores_gemma":[0.02984917,0.0001256144,0.0006512959,0.0006955986,0.0004857243,0.002084596,0.001103382,0.002661039,0.001140807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001202499,"about_ca_system_score_gemma":0.002391516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006010725,"about_ca_topic_score_gemma":0.009410331,"domain_scores_codex":[0.9979359,0.0005791555,0.0003782126,0.0001995454,0.0005029305,0.0004043033],"domain_scores_gemma":[0.9839659,0.007148369,0.001959123,0.001082383,0.002939963,0.002904384],"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":[0.001012941,0.0008108027,0.3357467,0.0004635048,0.0001203511,0.01036462,0.001316923,0.0005703247,0.001080059,0.003929551,0.02999304,0.6145912],"study_design_scores_gemma":[0.0001835325,0.00122163,0.7655964,0.004566745,0.000538001,0.0422553,0.007070472,0.002727658,0.002032353,0.02139424,0.1522177,0.0001960425],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.5861374,0.1009399,0.014372,0.1509212,0.01035295,0.000475321,0.001093516,0.0004705999,0.1352371],"genre_scores_gemma":[0.9659171,0.009511412,0.004351139,0.007502465,0.003248956,0.0001574087,0.0004807884,0.00005736966,0.008773433],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.00821221,"threshold_uncertainty_score":0.02747256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01841397897038433,"score_gpt":0.1973630511246451,"score_spread":0.1789490721542607,"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."}}