{"id":"W2933246434","doi":"10.1177/0840470418824345","title":"Factors affecting access and use of preventive and weight management care: A public health lens","year":2019,"lang":"en","type":"article","venue":"Healthcare Management Forum","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Regional Municipality of Waterloo; University of Waterloo","funders":"","keywords":"Multidisciplinary approach; Obesity; Medicine; Health care; Public health; Environmental health; Service (business); Family medicine; Business; Nursing; Marketing","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":[0.005620722,0.0003646872,0.0004606367,0.004565641,0.004387768,0.009026535,0.001284541,0.00170856,0.007146083],"category_scores_gemma":[0.01386495,0.0002771961,0.0003991545,0.003752741,0.006865657,0.005041019,0.003469187,0.003052299,0.000187534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01832845,"about_ca_system_score_gemma":0.03771207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4208589,"about_ca_topic_score_gemma":0.5548255,"domain_scores_codex":[0.995583,0.001727735,0.0002386713,0.000213835,0.001143423,0.001093372],"domain_scores_gemma":[0.9837194,0.008889138,0.002970086,0.0003873711,0.002486319,0.001547737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007459539,0.0005301117,0.7723625,0.001049659,0.00007774371,0.0009234685,0.07565144,0.0004158007,0.0004530305,0.06196451,0.0146076,0.07188949],"study_design_scores_gemma":[0.0000122855,0.0001203945,0.7464494,0.002292011,0.0000723569,0.0006746389,0.1934089,0.0007272948,0.0002349652,0.009326612,0.04663023,0.00005094051],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3972898,0.0267526,0.002745921,0.5143558,0.0006120367,0.0001731241,0.0008953237,0.00006659673,0.05710877],"genre_scores_gemma":[0.987506,0.00564547,0.001006149,0.004091562,0.000371648,0.00004029577,0.0001007067,0.00001102071,0.001227251],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4208589,"threshold_uncertainty_score":0.8368186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.150868236289677,"score_gpt":0.441748583223885,"score_spread":0.290880346934208,"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."}}