{"id":"W6920745620","doi":"10.6084/m9.figshare.19227040","title":"Additional file 1 of Children’s screen use and school readiness at 4-6 years: prospective cohort study","year":2022,"lang":"en","type":"article","venue":"Open MIND","topic":"Child Development and Digital Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; Hospital for Sick Children; University of Guelph; SickKids Foundation; University of Toronto; McMaster University","funders":"","keywords":"Prospective cohort study; Cohort study; Data collection; Cohort; Statistical analysis","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001358316,0.0009785201,0.001137621,0.001863008,0.00146912,0.0008570167,0.00162441,0.0009538638,0.4938396],"category_scores_gemma":[0.01823351,0.0005481889,0.0009184508,0.004093493,0.0002151009,0.00140148,0.0008241609,0.001332752,0.03076627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001293178,"about_ca_system_score_gemma":0.002194391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03893933,"about_ca_topic_score_gemma":0.03891456,"domain_scores_codex":[0.9992467,0.0001639773,0.0001292692,0.0001875708,0.0001380995,0.0001344498],"domain_scores_gemma":[0.9894392,0.005293207,0.001808979,0.0007692832,0.002245196,0.0004441468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0005121795,0.0003445849,0.04884465,0.001766963,0.0001678759,0.0001327036,0.0003780391,0.0004530587,0.0001209601,0.001400972,0.939132,0.006745911],"study_design_scores_gemma":[0.006115928,0.001160631,0.6374862,0.007576662,0.0008555735,0.001349995,0.004071465,0.003236841,0.001185588,0.007161391,0.3294913,0.0003084212],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.003451362,0.00003777416,0.0002191197,0.0001157864,0.00002071127,0.0002196947,0.9943298,0.00004945085,0.001556201],"genre_scores_gemma":[0.07300211,0.0003850815,0.003464788,0.0005758877,0.0001379067,0.009548294,0.8921299,0.000241201,0.02051482],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4938396,"threshold_uncertainty_score":0.7219764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02408851391710637,"score_gpt":0.2832486708605939,"score_spread":0.2591601569434875,"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."}}