{"id":"W1995720073","doi":"10.1002/cncr.27468","title":"A prospective model of care for breast cancer rehabilitation: Postoperative and postreconstructive issues","year":2012,"lang":"en","type":"review","venue":"Cancer","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":127,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Alberta Cancer Foundation; University of Alberta","funders":"","keywords":"Medicine; Breast cancer; Lymphedema; Prospective cohort study; Rehabilitation; Mastectomy; Surgery; Seroma; Wound dehiscence; Cellulitis; Cancer; Physical therapy; Complication; Internal medicine","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":[0.00005428283,0.0003283764,0.00149702,0.0001440808,0.00007698553,0.000009428451,0.00004832727,0.0002927071,0.0001168707],"category_scores_gemma":[0.000008684647,0.000236859,0.000276118,0.0001314417,0.0003056618,0.0001319598,0.00002489501,0.0002157955,0.000001216184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003856822,"about_ca_system_score_gemma":0.0008357806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001524976,"about_ca_topic_score_gemma":0.0001411367,"domain_scores_codex":[0.9988743,0.00003639532,0.0003849831,0.0003736014,0.000113361,0.00021734],"domain_scores_gemma":[0.9986674,0.00008986889,0.0003018046,0.0001592221,0.0006682227,0.0001135078],"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":[0.0001851664,0.00001894774,0.0007221311,0.02144024,0.0004747143,2.557035e-7,0.002127045,0.000001353278,0.000003371746,0.0002603417,0.00008004371,0.9746864],"study_design_scores_gemma":[0.01456707,0.003153753,0.00825101,0.3005217,0.06647465,0.0649966,0.02208401,0.0005123616,0.0003624463,0.001655703,0.5119322,0.005488486],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007522,0.9882503,0.00001463797,0.0002389468,0.000482445,0.002621541,0.007454929,0.00002188993,0.0001631027],"genre_scores_gemma":[0.0009722105,0.9941416,0.002257636,0.00001165963,0.0006299178,0.001369686,0.0001033701,0.00005231585,0.0004615408],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9691979,"threshold_uncertainty_score":0.9658831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03360849788616553,"score_gpt":0.3600222744386846,"score_spread":0.3264137765525191,"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."}}