{"id":"W6921300342","doi":"10.6084/m9.figshare.c.4641488.v1","title":"Socio-demographic and maternal predictors of adherence to 24-hour movement guidelines in Singaporean children","year":2019,"lang":"en","type":"other","venue":"Figshare","topic":"Medieval European History and Architecture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Logistic regression; Cohort; Physical activity; Pregnancy; Movement assessment; Cohort study; Sleep (system call); Actigraphy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004710368,0.0002295149,0.0002916211,0.0002696246,0.00003836134,0.00003363948,0.0002384293,0.00007818363,0.1791308],"category_scores_gemma":[0.00008678617,0.0001884242,0.00006840201,0.00002874487,0.00002986026,0.00002446258,0.0001157721,0.0001826142,0.0004560153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001140181,"about_ca_system_score_gemma":0.00002825858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000234379,"about_ca_topic_score_gemma":0.0006699254,"domain_scores_codex":[0.9990343,0.00003952913,0.0002788527,0.0002762831,0.00020135,0.0001696838],"domain_scores_gemma":[0.999451,0.00001814953,0.0002051244,0.0002091526,0.00004404585,0.00007251835],"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":[0.00000765525,0.00001269415,0.0008612126,0.0003603087,0.0000358234,0.000005022098,0.002139973,0.000002926761,0.000003366458,0.0000889642,0.9951903,0.001291719],"study_design_scores_gemma":[0.0002011213,0.0001343298,0.001761397,0.00678124,0.00001187752,9.204723e-7,0.00007765411,0.000001656712,0.00000709403,0.00002061597,0.9907848,0.0002173492],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006635973,0.003076175,1.596923e-7,0.00007930076,0.0008701833,0.001186052,0.3328257,0.0001672021,0.6551593],"genre_scores_gemma":[0.006184054,0.00004800877,0.00005497705,0.000903319,0.002130651,0.00005582602,0.01456458,0.0003581332,0.9757004],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3205412,"threshold_uncertainty_score":0.8216196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04431702015825169,"score_gpt":0.2439223464881366,"score_spread":0.1996053263298849,"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."}}