{"id":"W2883884911","doi":"10.1186/s12887-018-1208-6","title":"The CANadian Pediatric Weight management Registry (CANPWR): lessons learned from developing and initiating a national, multi-centre study embedded in pediatric clinical practice","year":2018,"lang":"en","type":"article","venue":"BMC Pediatrics","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Credit Valley Hospital; Hospital for Sick Children; University of British Columbia; McGill University; Children's Hospital of Eastern Ontario; University of Calgary; Population Health Research Institute; University of Alberta; Centre Hospitalier Universitaire Sainte-Justine; McMaster University","funders":"Canadian Institutes of Health Research","keywords":"Observational study; Medicine; Multidisciplinary approach; Best practice; Medical education; Family medicine; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002312938,0.0003518818,0.0004811295,0.0004330752,0.0007096062,0.0002028939,0.0003529713,0.000248377,0.00001369891],"category_scores_gemma":[0.007116933,0.0003044963,0.0001082427,0.001436994,0.00012586,0.0003218233,0.0003959831,0.0009022659,0.0001217194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006081724,"about_ca_system_score_gemma":0.002050091,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009653488,"about_ca_topic_score_gemma":0.176171,"domain_scores_codex":[0.9957645,0.0005979647,0.0009213412,0.000922016,0.001070163,0.0007239966],"domain_scores_gemma":[0.9945203,0.003199374,0.0005362916,0.0005606892,0.0006959014,0.0004874223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007807913,0.002895711,0.9926997,0.0001131791,0.0000569316,0.0001647245,0.0005229195,0.00000233307,1.407317e-7,0.0005858355,0.001847069,0.001033307],"study_design_scores_gemma":[0.003656204,0.0001539798,0.9900147,0.00001305691,0.0007905585,0.000008489633,0.002000396,0.000531775,0.000001055759,0.0004851102,0.001984446,0.0003602786],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912193,0.0005519061,0.00009099857,0.003071478,0.0006472357,0.001248977,0.00003790784,0.00008633038,0.003045821],"genre_scores_gemma":[0.9782561,0.00239625,0.01315615,0.0005600321,0.005278483,0.00004764731,0.0000360146,0.00005604391,0.0002132471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1665176,"threshold_uncertainty_score":0.9999407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1243274310197579,"score_gpt":0.3989161319153828,"score_spread":0.2745887008956249,"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."}}