{"id":"W2921969521","doi":"10.1097/sap.0000000000001769","title":"Recurrent Breast Cerebrospinal Fluid Pseudocyst","year":2019,"lang":"en","type":"review","venue":"Annals of Plastic Surgery","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Research Canada; University of British Columbia","funders":"","keywords":"Medicine; Cerebrospinal fluid; Shunt (medical); Surgery; Radiology; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002656268,0.0007033361,0.0009968346,0.003185763,0.000424066,0.001096685,0.0006874822,0.001188064,0.002305081],"category_scores_gemma":[0.001255373,0.000206111,0.0004342597,0.002207536,0.000539022,0.001217134,0.0005854426,0.001117941,0.000923804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003958104,"about_ca_system_score_gemma":0.001263945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001080135,"about_ca_topic_score_gemma":0.001617254,"domain_scores_codex":[0.9997568,0.00003518296,0.00005606457,0.00004930489,0.0000697002,0.0000330787],"domain_scores_gemma":[0.9994153,0.0002608278,0.0001600893,0.00002294684,0.00008726777,0.00005364933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.00006733898,0.00007003976,0.003841865,0.02172561,0.000209131,0.03024579,0.0002758293,0.0004034794,0.00169578,0.002272963,0.03517712,0.9040149],"study_design_scores_gemma":[0.00002465518,0.0001093319,0.008462786,0.01338518,0.0003560554,0.4760433,0.0005354945,0.0002537252,0.001503018,0.002908143,0.4963585,0.00005975292],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00118259,0.9963917,0.0001280977,0.0003493271,0.0002130595,0.000003861882,0.00002042961,0.00001557477,0.001695318],"genre_scores_gemma":[0.01358329,0.9846678,0.0002317345,0.000403974,0.0004723399,0.00000604916,0.00005685557,0.000005009791,0.0005729229],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003185763,"threshold_uncertainty_score":0.007711291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2024919356049447,"score_gpt":0.3700842630786891,"score_spread":0.1675923274737443,"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."}}