{"id":"W2025653253","doi":"10.1016/j.socscimed.2014.09.031","title":"Pathways to Health and Well-being","year":2014,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Birth, Development, and Health","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"Social Sciences and Humanities Research Council of Canada; Max-Planck-Institut für demografische Forschung","keywords":"Public health; Sociology; Medicine; Nursing","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008858023,0.0003209331,0.0003179999,0.001483871,0.001046589,0.002703943,0.0003370219,0.0009802203,0.01222495],"category_scores_gemma":[0.004388976,0.0003535972,0.0007927619,0.001223738,0.001260169,0.001218919,0.00250796,0.001493033,0.0003880315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001304411,"about_ca_system_score_gemma":0.002873605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01120845,"about_ca_topic_score_gemma":0.01451673,"domain_scores_codex":[0.999213,0.0003436411,0.00002921367,0.0001061504,0.00006828292,0.0002397611],"domain_scores_gemma":[0.9979423,0.0006730796,0.0003891056,0.00007851904,0.0001978646,0.0007191849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005020464,0.0009674024,0.8036016,0.000436477,0.0007621006,0.001017509,0.004192681,0.002161186,0.0007615431,0.1078279,0.004225986,0.07354362],"study_design_scores_gemma":[0.00007752754,0.0003748733,0.7373418,0.0007986272,0.0004580486,0.001014188,0.01210895,0.001699152,0.0007187559,0.2241448,0.02119242,0.00007099092],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8522907,0.0218339,0.00251823,0.04711898,0.0002453816,0.0001023653,0.002363631,0.00007589166,0.07345092],"genre_scores_gemma":[0.9900981,0.006223863,0.000566008,0.0004108419,0.00005397277,0.00003135918,0.0002255122,0.000005171071,0.002385261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01222495,"threshold_uncertainty_score":0.04089653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02936669264447727,"score_gpt":0.3412916074867042,"score_spread":0.311924914842227,"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."}}