{"id":"W7094501146","doi":"","title":"Kids in Communities Study (KiCS) study protocol : a cross-sectional mixed-methods approach to measuring community-level factors influencing early child development in Australia","year":2017,"lang":"en","type":"article","venue":"Figshare","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Neighbourhood (mathematics); Early childhood; Stakeholder; Focus group; Census; Child development; Data collection; Population; Socioeconomic status; Service provider","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0339186,0.001937498,0.003018978,0.003236961,0.004804914,0.002745411,0.004441678,0.002378064,0.02386705],"category_scores_gemma":[0.02096741,0.003609731,0.001718398,0.002931634,0.001695803,0.002066167,0.003569274,0.004539593,0.005864902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006021692,"about_ca_system_score_gemma":0.02757357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0687917,"about_ca_topic_score_gemma":0.1100877,"domain_scores_codex":[0.9868766,0.007274547,0.001804557,0.001510228,0.001577812,0.000956185],"domain_scores_gemma":[0.9880604,0.001594678,0.001446434,0.00150717,0.005510198,0.001881246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0177279,0.02376547,0.147826,0.04175637,0.001292862,0.003151841,0.09714934,0.005252204,0.006683592,0.0205822,0.4171316,0.2176805],"study_design_scores_gemma":[0.01473353,0.01209975,0.5044147,0.01398593,0.0008887494,0.0007738593,0.03316061,0.00679413,0.002632686,0.01062886,0.3993036,0.0005835773],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.01568581,0.0002368755,0.004366016,0.0004028285,0.0001403666,0.9649123,0.01117171,0.00008549739,0.002998605],"genre_scores_gemma":[0.006748553,0.0001265032,0.008351005,0.0002925702,0.00002096777,0.9814458,0.001987089,0.00001062323,0.00101696],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.0687917,"threshold_uncertainty_score":0.1793809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5085024223774172,"score_gpt":0.5420693634895094,"score_spread":0.03356694111209224,"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."}}