{"id":"W141170734","doi":"10.5489/cuaj.37","title":"The Deflux experience in Canada generates both optimism and queries","year":2012,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Pediatric Urology and Nephrology Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Urological Association","funders":"","keywords":"Optimism; Vesicoureteral reflux; Medicine; Reflux; Surgery; Psychology; Internal medicine; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.004171155,0.0004376649,0.0005502006,0.001843688,0.008964219,0.004741769,0.002081707,0.004827806,0.01520863],"category_scores_gemma":[0.01121538,0.0003385639,0.0004915168,0.004267177,0.005256243,0.003010336,0.001967118,0.005743199,0.00134712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05356025,"about_ca_system_score_gemma":0.1015345,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8710402,"about_ca_topic_score_gemma":0.9566239,"domain_scores_codex":[0.9938434,0.0004540793,0.0003439724,0.0004059188,0.003240148,0.001712505],"domain_scores_gemma":[0.9631492,0.003751349,0.001899482,0.0004178077,0.01310588,0.01767629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001033197,0.0001808699,0.03777276,0.0005037854,0.00003820924,0.005047116,0.006740008,0.000178145,0.0005277929,0.007969587,0.8273238,0.1136146],"study_design_scores_gemma":[0.00002881501,0.0001164386,0.02741523,0.0007681211,0.00002465604,0.005682249,0.01809278,0.000135638,0.0002121969,0.001528452,0.9459043,0.00009119532],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02107744,0.03029499,0.0002800614,0.9039885,0.007229669,0.00002836204,0.000781205,0.0000622141,0.03625757],"genre_scores_gemma":[0.320827,0.1049446,0.002981828,0.4991681,0.01693738,0.00006335689,0.001690126,0.0003766073,0.0530111],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1289598,"threshold_uncertainty_score":0.3886087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01543054546059229,"score_gpt":0.2290373666694991,"score_spread":0.2136068212089068,"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."}}