{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001467775,0.0003465507,0.0006887199,0.0005215894,0.001399613,0.00008558009,0.0002704707,0.0001985609,0.0001888217],"category_scores_gemma":[0.00004844561,0.0003119461,0.00007251411,0.0004505983,0.0000767353,0.001509312,0.001311563,0.0007030427,0.00005048703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003703826,"about_ca_system_score_gemma":0.0001736701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002492398,"about_ca_topic_score_gemma":0.004241808,"domain_scores_codex":[0.9951025,0.001302519,0.0009512328,0.0007594507,0.0004819744,0.001402272],"domain_scores_gemma":[0.9971005,0.0007206359,0.0009995848,0.0005921092,0.0001736048,0.0004136099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007017155,0.0001198307,0.8667877,0.04239922,0.0001976952,0.000007806997,0.01163926,0.000001236696,4.28615e-7,0.03959088,0.003775982,0.03540979],"study_design_scores_gemma":[0.001376053,0.0004076544,0.688229,0.001717795,0.00005413138,0.000001031811,0.07428945,0.00003186662,0.000002725813,0.0003183677,0.2332799,0.0002920458],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.934581,0.003083793,0.0002582583,0.03913026,0.001328618,0.008904031,0.00008015709,0.0001961642,0.01243772],"genre_scores_gemma":[0.9799047,0.009986731,0.0009112909,0.005817271,0.00005638161,0.0001351773,0.00006614785,0.00005335448,0.003068986],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2295039,"threshold_uncertainty_score":0.9999332,"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."}}