{"id":"W57051277","doi":"10.1177/229255031202000101","title":"A Breast Reconstruction Needs Assessment: How does Self-Efficacy Affect Information Access and Preferences?","year":2012,"lang":"en","type":"article","venue":"Canadian Journal of Plastic Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Princess Margaret Cancer Centre; University Health Network; University of Toronto","funders":"","keywords":"Medicine; Breast cancer; Qualitative research; Health care; Family medicine; Cancer; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.006346131,0.000158771,0.0003328412,0.0009986869,0.0005110401,0.001513525,0.0004414566,0.0006310723,0.002857757],"category_scores_gemma":[0.02608293,0.0001681431,0.0007418017,0.0006206287,0.0007879407,0.0008818394,0.0008800263,0.00105677,0.0002503571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00096119,"about_ca_system_score_gemma":0.0008838666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002078671,"about_ca_topic_score_gemma":0.002637348,"domain_scores_codex":[0.9976539,0.001295148,0.0002017481,0.0001339234,0.000472344,0.0002429936],"domain_scores_gemma":[0.9780798,0.01393366,0.00454712,0.0003367498,0.001495917,0.001606754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002217891,0.0007213947,0.9484017,0.0002098454,0.0001460508,0.0001759152,0.01408232,0.0001400594,0.0002817744,0.000305166,0.0006770439,0.03463702],"study_design_scores_gemma":[0.00002272212,0.0004637333,0.9748728,0.0001715821,0.00007551531,0.00025657,0.02158729,0.0007210269,0.0002242668,0.0003830822,0.001191602,0.00002967619],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967609,0.0002538665,0.0001367432,0.0006860623,0.000008323035,0.00005198698,0.00007283693,0.00000385665,0.002025516],"genre_scores_gemma":[0.9994339,0.0001181205,0.0001757606,0.00006794596,0.000003824945,0.00003294563,0.00004786969,0.000001143755,0.000118417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006346131,"threshold_uncertainty_score":0.033562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01992731193422327,"score_gpt":0.2463938698594713,"score_spread":0.2264665579252481,"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."}}