{"id":"W2782413460","doi":"10.1016/j.socscimed.2017.11.037","title":"Rethinking the health consequences of social class and social mobility","year":2018,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":104,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brock University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Social class; Sociology; Social position; Mental health; Scholarship; Positivism; Life chances; Social mobility; Social psychology; Field (mathematics); Class (philosophy); Social science; Epistemology; Social relation; Psychology; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.01054593,0.0001236414,0.0004032748,0.00007263561,0.009881877,0.00006191267,0.0005951757,0.0001248837,0.0002169671],"category_scores_gemma":[0.001009245,0.00008379879,0.00005792874,0.0009915581,0.03794915,0.0002460195,0.00009023136,0.0002626113,0.000002753931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003145346,"about_ca_system_score_gemma":0.002265858,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02147574,"about_ca_topic_score_gemma":0.005839733,"domain_scores_codex":[0.9964728,0.0005283437,0.0004650443,0.0003335123,0.001358796,0.0008414811],"domain_scores_gemma":[0.9986446,0.0003391208,0.00034926,0.00009950536,0.0003871326,0.0001803721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00001601404,0.00001717304,0.007905366,0.00004997417,0.000004578741,3.820003e-7,0.5653757,5.144551e-9,0.00008331357,0.4080974,0.004773197,0.01367691],"study_design_scores_gemma":[0.0009440331,0.0003652707,0.3639943,0.0001175077,0.00003920083,0.000002252127,0.3384808,0.00001317798,0.0001072901,0.1193939,0.1761743,0.0003680261],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5984402,0.0002106632,0.00002287031,0.3669615,0.0009806892,0.0003824683,0.000009814258,0.00005237115,0.03293939],"genre_scores_gemma":[0.98304,0.00005819624,0.00001671188,0.01394466,0.002757496,0.000008430757,0.000001016715,0.000005336947,0.0001681835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3845998,"threshold_uncertainty_score":0.9914071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07866762274595925,"score_gpt":0.430308021349901,"score_spread":0.3516403986039418,"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."}}