{"id":"W4251686059","doi":"10.21203/rs.2.20836/v2","title":"Family and peer effect on young and adolescent smoking in Bangladesh","year":2020,"lang":"en","type":"preprint","venue":"Research Square (Research Square)","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority","funders":"","keywords":"Peer effects; Psychology; Developmental psychology; Peer relations; Peer group; Environmental health; Medicine; Social psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01579482,0.0006686265,0.001142837,0.002800841,0.0005420718,0.0006877921,0.0005568455,0.001081062,0.0001262132],"category_scores_gemma":[0.004671242,0.0006031295,0.000214074,0.001639422,0.0008435137,0.0001627399,0.002270624,0.01208919,0.00003732946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001629634,"about_ca_system_score_gemma":0.0009338309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00189812,"about_ca_topic_score_gemma":0.00009280998,"domain_scores_codex":[0.9832368,0.003551804,0.0007254696,0.002163702,0.008296393,0.002025769],"domain_scores_gemma":[0.99362,0.002091379,0.0001047688,0.001261073,0.001806085,0.001116645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00242811,0.0007289127,0.9264436,0.01004619,0.0001239906,0.002001689,0.00292783,0.00001658447,0.004303744,0.000513629,0.01310093,0.03736481],"study_design_scores_gemma":[0.003654213,0.003736747,0.9750585,0.009383356,0.00006614815,0.00004508421,0.001681091,0.0006139974,0.001955361,0.001148714,0.00212823,0.0005285743],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9827042,0.001851872,0.00003550433,0.0068247,0.0003030088,0.005054953,0.00009880323,0.0001599552,0.00296705],"genre_scores_gemma":[0.9955641,0.001603214,0.00003481309,0.000138602,0.0007096262,0.0008217889,0.0004209831,0.0001699854,0.0005368743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04861491,"threshold_uncertainty_score":0.999642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1467617039586745,"score_gpt":0.4492479799740582,"score_spread":0.3024862760153837,"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."}}