{"id":"W7070342174","doi":"","title":"PERINATAL DETERMINANTS OF OFFSPRING NEURODEVELOPMENT","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Digital Games and Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McMaster University","keywords":"Offspring; Pregnancy; Cognition; Psychological intervention; Intervention (counseling); Affect (linguistics); Cognitive development; Disease","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0005764859,0.0002021289,0.0002117234,0.0004676895,0.0002012642,0.0006136868,0.0002644251,0.0002362381,0.002372333],"category_scores_gemma":[0.00190775,0.0001334978,0.0002657348,0.0004348674,0.0001806017,0.0002119993,0.000471058,0.0004592667,0.0001678096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003490625,"about_ca_system_score_gemma":0.000487289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00635132,"about_ca_topic_score_gemma":0.00493054,"domain_scores_codex":[0.9997328,0.00006450039,0.00001865534,0.00007812188,0.00005709994,0.00004880218],"domain_scores_gemma":[0.9991147,0.0002555207,0.0003357712,0.00006984609,0.00009719519,0.0001270334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002940499,0.0001169822,0.9804968,0.00008863804,0.0002815973,0.0002631312,0.0001322385,0.0002673219,0.001689077,0.0009585854,0.00035184,0.01505979],"study_design_scores_gemma":[0.00000292494,0.00006435747,0.9985521,0.00003774501,0.0000505214,0.00008528232,0.00004904133,0.0001268648,0.0005009617,0.0001752802,0.0003526561,0.000002240436],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871315,0.005432799,0.0005923759,0.0003902099,0.00002772889,0.00001948786,0.001961157,0.00001830317,0.004426314],"genre_scores_gemma":[0.996198,0.002227783,0.0003999388,0.00004087116,0.00001344603,0.0000165344,0.0004134977,0.000004598203,0.000685361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00635132,"threshold_uncertainty_score":0.01262873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01926402715528309,"score_gpt":0.2470907357444347,"score_spread":0.2278267085891516,"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."}}