{"id":"W7162868665","doi":"10.2196/89405","title":"Sending PReschoolers OUTside (SPROUT) Prospective Cohort Study: Study Protocol (Preprint)","year":2025,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Protocol (science); Prospective cohort study; Cohort study; Cohort; Population","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04850182,0.003999765,0.006373806,0.003890289,0.003695774,0.004338786,0.002276943,0.006329522,0.1392777],"category_scores_gemma":[0.1068275,0.006076828,0.005539137,0.004007599,0.002364092,0.003310802,0.00222092,0.005790787,0.02924762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003591449,"about_ca_system_score_gemma":0.02537353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006855374,"about_ca_topic_score_gemma":0.01069741,"domain_scores_codex":[0.9824588,0.007816576,0.005629056,0.001599743,0.001587448,0.0009083358],"domain_scores_gemma":[0.9562864,0.0156202,0.006130831,0.0087496,0.01061248,0.002600576],"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":[0.2677688,0.005612697,0.007780198,0.1292673,0.004811522,0.001176333,0.003102917,0.002576396,0.004731496,0.009680009,0.4632611,0.1002312],"study_design_scores_gemma":[0.5671573,0.01073927,0.03860077,0.04635403,0.005405311,0.0004245857,0.001984528,0.00381596,0.004244865,0.02026443,0.2998529,0.001156],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.002259511,0.0004138665,0.004160045,0.0005249547,0.001169653,0.9651465,0.02435237,0.0003839506,0.001589046],"genre_scores_gemma":[0.001136433,0.00009625758,0.001864962,0.0001455502,0.00005123847,0.9952401,0.0008520503,0.00001534821,0.0005980792],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1392777,"threshold_uncertainty_score":0.4659302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8343721745579499,"score_gpt":0.7293462402517968,"score_spread":0.105025934306153,"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."}}