{"id":"W3036221759","doi":"","title":"Are Mental Health and Neurodevelopmental Conditions Barriers to Postsecondary Access","year":2019,"lang":"en","type":"article","venue":"Analytical Studies Branch Research Paper Series","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Postsecondary education; Mental health; National Longitudinal Surveys; Psychology; Longitudinal study; Demographic economics; Medicine; Higher education; Psychiatry; Economic growth; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001011261,0.0001311934,0.0003723598,0.001184358,0.001861159,0.001965353,0.0009676546,0.0006701771,0.01005123],"category_scores_gemma":[0.009507225,0.0002506088,0.0006334665,0.002281421,0.0008661778,0.001688823,0.002115843,0.001230705,0.0003592133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005256323,"about_ca_system_score_gemma":0.01205164,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.680285,"about_ca_topic_score_gemma":0.7109403,"domain_scores_codex":[0.9980534,0.0001607035,0.00007031148,0.0001838697,0.0003254936,0.001206119],"domain_scores_gemma":[0.9933903,0.001116429,0.002240973,0.0002226329,0.0007310967,0.002298516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004469177,0.00007495379,0.9771382,0.00003552092,0.00005131346,0.00009965291,0.001314086,0.0001584657,0.00006586083,0.003803898,0.002650944,0.01456241],"study_design_scores_gemma":[0.000004206017,0.00001245958,0.9908541,0.0001226773,0.00002423232,0.00006823952,0.004789173,0.0002136337,0.00005070449,0.0007592386,0.003092469,0.000008886554],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9742296,0.001289161,0.0001904606,0.007604243,0.0000628945,0.00002230032,0.001991294,0.00001180001,0.01459824],"genre_scores_gemma":[0.9981568,0.000384055,0.00004888261,0.0002030228,0.00001967415,0.000008770072,0.0003724166,0.000003551874,0.0008028523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.680285,"threshold_uncertainty_score":0.6431956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1448907441625321,"score_gpt":0.508527614874523,"score_spread":0.3636368707119909,"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."}}