{"id":"W4366815254","doi":"10.7146/samfundsokonomen.v2023i2.136915","title":"Medical Treatments and Social Mobility","year":2023,"lang":"en","type":"article","venue":"Samfundsøkonomen","topic":"Global Health Care Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Socioeconomic status; Affect (linguistics); Psychology; Health care; Social mobility; Sibling; Educational attainment; Demographic economics; Economics; Developmental psychology; Economic growth; Sociology; Demography; Social science; Population","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":[0.0009284278,0.0001972371,0.0003406305,0.000991985,0.001745714,0.001447657,0.0004872727,0.001234711,0.02755942],"category_scores_gemma":[0.007654023,0.00009866652,0.0004489646,0.0009876018,0.001215709,0.0009483714,0.001701527,0.001625022,0.001031166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002268204,"about_ca_system_score_gemma":0.002067307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009640844,"about_ca_topic_score_gemma":0.01285755,"domain_scores_codex":[0.998984,0.0004613368,0.0000500514,0.0001037558,0.000178477,0.0002223329],"domain_scores_gemma":[0.9976143,0.0007359323,0.0006949755,0.00009498995,0.0002026472,0.0006571983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005649227,0.001389679,0.08475943,0.001495985,0.0006227938,0.0008054175,0.002963036,0.0008879929,0.0003440765,0.2094963,0.08063048,0.6160399],"study_design_scores_gemma":[0.0002368517,0.0005783216,0.2783199,0.00396223,0.0002780411,0.001534413,0.007501774,0.001127821,0.0002355793,0.2052609,0.5008904,0.00007393182],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1808929,0.1954911,0.00214114,0.3000834,0.002728505,0.0001410509,0.002302744,0.00006176154,0.3161573],"genre_scores_gemma":[0.8985863,0.07355405,0.0009762162,0.01010871,0.002930972,0.00009838854,0.0007003173,0.00001963276,0.01302537],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02755942,"threshold_uncertainty_score":0.09219545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1097349021606619,"score_gpt":0.5103320970758866,"score_spread":0.4005971949152246,"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."}}