{"id":"W3034269389","doi":"10.1177/2292550320925902","title":"Delivering Breast Reconstruction Information to Patients—Part 2: Women Report on Preferred Information Content","year":2020,"lang":"en","type":"article","venue":"Plastic Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Breast reconstruction; Thematic analysis; Medicine; Psychology; Qualitative research; Breast cancer; Internal medicine; Sociology","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":[],"consensus_categories":[],"category_scores_codex":[0.0001656614,0.000157377,0.000296071,0.0002830643,0.00007670536,0.00004991993,0.00003113382,0.00009107649,0.0001556296],"category_scores_gemma":[0.001239311,0.0001398413,0.00007500305,0.0002466999,0.00002371503,0.001048649,0.0000234492,0.0001484711,0.0004715224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001980766,"about_ca_system_score_gemma":0.0001050385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000360972,"about_ca_topic_score_gemma":0.000001308114,"domain_scores_codex":[0.9985495,0.00002108177,0.0007117827,0.0001389398,0.0003228808,0.0002558391],"domain_scores_gemma":[0.9986078,0.000383056,0.0002827194,0.000121951,0.0002655713,0.0003389727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002503977,0.00005032985,0.1929107,0.0001940017,0.00009370657,0.0000139134,0.0009687801,0.0001407698,0.00006943969,0.00001305181,0.002302944,0.8007384],"study_design_scores_gemma":[0.001498985,0.0002722944,0.9692811,0.0005195839,0.00006271647,0.01745823,0.0006331815,0.001233519,0.000411539,0.000003588719,0.00826807,0.0003571949],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993264,0.00000118685,0.001075427,0.0003021316,0.004322507,0.0002857406,0.00008021392,0.0001499147,0.0005189107],"genre_scores_gemma":[0.9986846,0.000004330319,0.00010112,0.0003177215,0.0002954013,0.00004684088,0.0005349893,0.00000853185,0.000006401273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8003812,"threshold_uncertainty_score":0.6060624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03209505906002081,"score_gpt":0.2059220514602057,"score_spread":0.1738269924001849,"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."}}