{"id":"W2795642231","doi":"10.7758/rsf.2018.4.4.01","title":"The Biosocial Approach to Human Development, Behavior, and Health Across the Life Course","year":2018,"lang":"en","type":"article","venue":"RSF The Russell Sage Foundation Journal of the Social Sciences","topic":"Birth, Development, and Health","field":"Medicine","cited_by":124,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Advanced Research","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development","keywords":"Biosocial theory; Life course approach; Socioeconomic status; Psychology; Sociology; Developmental psychology; Social psychology; Demography; Personality","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":[],"consensus_categories":[],"category_scores_codex":[0.004399177,0.0008772438,0.0009285751,0.0039863,0.002702211,0.004878662,0.00137463,0.00375579,0.003072671],"category_scores_gemma":[0.003785657,0.0002698118,0.0006509143,0.003177251,0.0241561,0.003037169,0.003354781,0.004294585,0.0004975899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00558821,"about_ca_system_score_gemma":0.005600545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007989227,"about_ca_topic_score_gemma":0.009402844,"domain_scores_codex":[0.9958977,0.002736841,0.0001654226,0.0004953368,0.0004810565,0.0002236517],"domain_scores_gemma":[0.9958199,0.003057216,0.0003797996,0.0002204539,0.0002746166,0.0002480107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001298411,0.00005729606,0.003999435,0.000715384,0.00006287061,0.0002427344,0.006067166,0.001176031,0.0004254401,0.9186578,0.006119851,0.06246302],"study_design_scores_gemma":[0.000006282052,0.00008068234,0.01450273,0.00111151,0.00004116302,0.0005215917,0.003970322,0.0008306239,0.0002659177,0.7745439,0.2040728,0.00005248548],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02413835,0.3972658,0.1308419,0.265522,0.006867587,0.0002712685,0.0006184991,0.0002160763,0.1742587],"genre_scores_gemma":[0.4513188,0.4189596,0.07120202,0.03158871,0.009876966,0.0009548583,0.0002871662,0.00009306105,0.01571888],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007989227,"threshold_uncertainty_score":0.04054546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08701505895409611,"score_gpt":0.4153070034277281,"score_spread":0.328291944473632,"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."}}