{"id":"W1940948413","doi":"10.7717/peerj.1327","title":"Successful childhood obesity management in primary care in Canada: what are the odds?","year":2015,"lang":"en","type":"article","venue":"PeerJ","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Izaak Walton Killam Health Centre; Dalhousie University","funders":"","keywords":"Weight management; Childhood obesity; Odds; Medicine; Obesity; Population; Primary care; Gerontology; Family medicine; Weight loss; Environmental health; Overweight","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001711203,0.0001636629,0.000350871,0.00006993447,0.00003426458,0.00003549622,0.000227683,0.00004246785,0.00001310968],"category_scores_gemma":[0.00003361656,0.0001232401,0.00004632902,0.000309941,0.00003484845,0.000237148,0.0002448331,0.0003489141,0.00002699985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001960663,"about_ca_system_score_gemma":0.0005089851,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3965374,"about_ca_topic_score_gemma":0.884811,"domain_scores_codex":[0.9985214,0.00007329043,0.0001814053,0.0002949018,0.0005966977,0.000332327],"domain_scores_gemma":[0.9992216,0.00004897648,0.00005977695,0.0004355605,0.00007717097,0.0001569227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003089195,0.001748885,0.9897772,0.0002093407,0.00002911531,0.0003001089,0.0008385712,0.00004956292,0.000002164312,0.0001120915,0.001066319,0.005835768],"study_design_scores_gemma":[0.001431377,0.00004702588,0.9878039,0.0002067347,0.00003748135,0.00000468695,0.00898389,0.00003533074,0.0001232858,0.000295754,0.0008978445,0.0001326451],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861461,0.0009986324,7.576292e-7,0.003256886,0.0002398019,0.0005742441,0.000008693578,0.00002356169,0.008751308],"genre_scores_gemma":[0.9983802,0.00007985497,0.00002348822,0.001134482,0.0001252962,0.00003436995,0.00003507127,0.00001785594,0.0001693465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4882736,"threshold_uncertainty_score":0.6074811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01216124515269469,"score_gpt":0.2302234053822632,"score_spread":0.2180621602295685,"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."}}