{"id":"W3198432094","doi":"10.1136/bmjopen-2020-047589","title":"Identifying the top research priorities in postmastectomy breast cancer reconstruction: a James Lind Alliance priority setting partnership","year":2021,"lang":"en","type":"article","venue":"BMJ Open","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Dalhousie University; Canadian Partnership Against Cancer; Alberta Health Services; University Health Network","funders":"Institute of Cancer Research","keywords":"Medicine; Interim; General partnership; Alliance; Breast cancer; Cancer","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002133638,0.0001350551,0.0003123657,0.00008749818,0.0003289749,0.000316727,0.0002349507,0.000133465,0.0005306756],"category_scores_gemma":[0.0001696625,0.0001010885,0.00006600653,0.0006238728,0.0002102398,0.0004023158,0.0003321352,0.0007366795,0.00003051856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001677697,"about_ca_system_score_gemma":0.00132638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008877809,"about_ca_topic_score_gemma":0.001469501,"domain_scores_codex":[0.9979325,0.0004220215,0.0003907745,0.0003901133,0.0004369295,0.0004276751],"domain_scores_gemma":[0.9986535,0.0002148804,0.0001163226,0.0004128733,0.0005036247,0.00009877601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005560645,0.00004052575,0.5027106,0.0003032171,0.00007600121,0.0001600327,0.001562233,0.000002004951,0.0003528948,0.000297872,0.001177171,0.4927614],"study_design_scores_gemma":[0.003028954,0.00003568303,0.9039791,0.004344582,0.00005941619,0.06218819,0.01911672,0.0001088255,0.002514294,0.001134761,0.003164981,0.0003244657],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9778455,0.000916147,0.000004158889,0.01340812,0.0009667884,0.002870957,0.00002600324,0.00002894239,0.003933412],"genre_scores_gemma":[0.9884674,0.0001689179,0.001744993,0.0002468074,0.001948015,0.0007126047,0.00002026204,0.00003178576,0.006659243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4924369,"threshold_uncertainty_score":0.5810525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1862205371448888,"score_gpt":0.4683338963199277,"score_spread":0.2821133591750389,"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."}}