{"id":"W6925380657","doi":"10.17605/osf.io/fjx5a","title":"What decision making tools are available when deciding on breast reconstruction? A Scoping Review Protocol","year":2021,"lang":"en","type":"other","venue":"Open Science Framework","topic":"Environmental, Ecological, and Cultural Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Breast cancer; Mastectomy; Protocol (science); Breast reconstruction; Conversation; MEDLINE; Process (computing)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.1088506,0.00301197,0.00785532,0.02201848,0.006451108,0.008255474,0.005783571,0.007026339,0.07011285],"category_scores_gemma":[0.1270691,0.004527245,0.01096961,0.01531401,0.004011512,0.009482251,0.008684303,0.006658188,0.009673016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02031009,"about_ca_system_score_gemma":0.1213142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01560614,"about_ca_topic_score_gemma":0.04439516,"domain_scores_codex":[0.9531022,0.02063964,0.01763789,0.002674888,0.003969484,0.001975797],"domain_scores_gemma":[0.8790663,0.05611917,0.01136762,0.006083486,0.04222151,0.005141954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002626538,0.0006401052,0.001874845,0.7155128,0.000948081,0.001230607,0.02141842,0.001836728,0.001280963,0.01071948,0.05721727,0.1846942],"study_design_scores_gemma":[0.004993144,0.000701858,0.00388109,0.6975651,0.00262779,0.000448222,0.01471701,0.000656786,0.001185327,0.01140002,0.2614933,0.0003304017],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001207551,0.004070982,0.002955264,0.002354233,0.0002763368,0.9785913,0.007003403,0.0001083462,0.003432473],"genre_scores_gemma":[0.001572668,0.00457175,0.01246821,0.0005680423,0.00003694798,0.9783321,0.001457001,0.00001640304,0.0009769209],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1088506,"threshold_uncertainty_score":0.5756636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09333460351670343,"score_gpt":0.4118959572677523,"score_spread":0.3185613537510489,"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."}}