{"id":"W4406572116","doi":"10.1016/j.ccol.2024.02.026","title":"10.1016/j.ccol.2024.02.026","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Breast reconstruction; Breast implant; Implant; Computer science; Medicine; Medical physics; Breast cancer; Surgery; Internal medicine; Cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004463173,0.00121386,0.0005154651,0.001795693,0.001128934,0.00192622,0.001009881,0.003907874,0.9560592],"category_scores_gemma":[0.0009546526,0.0004389983,0.0006765589,0.0009170583,0.000733503,0.001979048,0.001061544,0.001396301,0.9372861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000820831,"about_ca_system_score_gemma":0.0009053145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003595512,"about_ca_topic_score_gemma":0.003861584,"domain_scores_codex":[0.9997815,0.00002026145,0.00001704403,0.00004896782,0.0000560956,0.00007610754],"domain_scores_gemma":[0.9991739,0.0001656657,0.00006226131,0.00004762994,0.000143684,0.0004067753],"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":[0.0003196467,0.0003718789,0.00257199,0.0004772539,0.00002636832,0.0004183461,0.00005927499,0.0002881619,0.0009862958,0.004407737,0.3213037,0.6687693],"study_design_scores_gemma":[0.00008344324,0.0001223499,0.002675625,0.0004663138,0.00002561581,0.002108822,0.0001511022,0.0002933526,0.0005584215,0.002288916,0.9912061,0.00001985715],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00194767,0.002633645,0.001175843,0.002311593,0.0007897097,0.00007623063,0.001290107,0.0008092956,0.9889658],"genre_scores_gemma":[0.004830352,0.0009437758,0.00103422,0.001064721,0.0002817425,0.00005386424,0.0009166527,0.000166939,0.9907076],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04394078,"threshold_uncertainty_score":0.06267613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006330734099634155,"score_gpt":0.1868860707576635,"score_spread":0.1805553366580293,"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."}}