{"id":"W7131099996","doi":"10.5281/zenodo.18741749","title":"Breast Implant-Associated Anaplastic Large Cell Lymphoma (BIA-ALCL) Risk and Associated Product Recall Approach: Description of a Patient-Centered Multidisciplinary Information, Decision Aid and Support Structure","year":2021,"lang":"","type":"article","venue":"Open MIND","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Multidisciplinary approach; Context (archaeology); Intervention (counseling); Decision aids; Recall; Breast cancer; Phone; Product (mathematics)","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":[0.001698817,0.0003530113,0.0001880642,0.0003620231,0.001411817,0.001482452,0.001098208,0.0007608917,0.002997485],"category_scores_gemma":[0.001713384,0.0001509432,0.0004990344,0.0003096815,0.0006705835,0.0006066588,0.002033692,0.001365713,0.0003563161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002922697,"about_ca_system_score_gemma":0.007524563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006463027,"about_ca_topic_score_gemma":0.02193174,"domain_scores_codex":[0.9986369,0.0007787744,0.00009496236,0.00008027103,0.000242487,0.0001665095],"domain_scores_gemma":[0.999408,0.0001841642,0.00007329669,0.00002577175,0.00007327447,0.0002354876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006218243,0.004358518,0.04359582,0.003467242,0.0001162877,0.01805523,0.08102372,0.003966705,0.01260514,0.01790773,0.02867201,0.7856097],"study_design_scores_gemma":[0.000700691,0.008649103,0.09906688,0.004885294,0.000348765,0.06234618,0.1194219,0.009763598,0.009320565,0.01565543,0.6695006,0.0003409595],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7625918,0.01323856,0.08255725,0.04888166,0.0006591586,0.006804251,0.0005648889,0.000556447,0.0841459],"genre_scores_gemma":[0.7969653,0.008300264,0.1703229,0.005248243,0.0002928675,0.002214476,0.000412303,0.00004881954,0.01619484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006463027,"threshold_uncertainty_score":0.02120578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01632352744158563,"score_gpt":0.2406251441635824,"score_spread":0.2243016167219968,"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."}}