{"id":"W7161840195","doi":"10.82308/21467","title":"Evaluating predictive factors for engaging in positive breast health behaviours: A quantitative study among immigrant women in Montreal","year":2018,"lang":"en","type":"dissertation","venue":"","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Breast cancer; Immigration; Acculturation; Breast cancer awareness; Breast cancer screening; Health belief model; Cancer","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":[0.00130476,0.0003317904,0.0003931618,0.0009787892,0.003240712,0.0009246169,0.0008310945,0.0004669642,0.002701286],"category_scores_gemma":[0.002409356,0.0003788843,0.0004545026,0.001141682,0.00107594,0.0003745994,0.001179125,0.0007242223,0.0002206084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006879789,"about_ca_system_score_gemma":0.009252042,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6217641,"about_ca_topic_score_gemma":0.8015652,"domain_scores_codex":[0.9995617,0.00009324814,0.00002411402,0.00006268187,0.00009186691,0.0001664141],"domain_scores_gemma":[0.9988949,0.0001768463,0.0001824053,0.00003424799,0.0003592879,0.0003523914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001156345,0.0005713775,0.895797,0.0002399406,0.00005130527,0.0008699397,0.08437219,0.00008614448,0.001859649,0.0002060119,0.001586289,0.01424445],"study_design_scores_gemma":[0.00001279377,0.0003169707,0.906801,0.0000902735,0.00002063954,0.00008941464,0.08954482,0.0002161165,0.0001659303,0.00003128588,0.002679823,0.00003104549],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986427,0.00007641794,0.00005578074,0.0001573457,0.000004346638,0.0001755628,0.0002596534,0.000003508082,0.000624502],"genre_scores_gemma":[0.99725,0.0002388544,0.0005135522,0.0002048012,0.000005138003,0.0003644029,0.0002417128,0.000003202519,0.001178343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3782359,"threshold_uncertainty_score":0.7609268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09832632367003369,"score_gpt":0.448279618093442,"score_spread":0.3499532944234083,"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."}}