{"id":"W1992333991","doi":"10.1188/11.cjon.404-410","title":"Development of a Teaching Tool for Women With a Gynecologic Malignancy Undergoing Minimally Invasive Robotic-Assisted Surgery","year":2011,"lang":"en","type":"article","venue":"Clinical journal of oncology nursing","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Readability; Invasive surgery; Psychosocial; Malignancy; Robotic surgery; Coping (psychology); Patient education; General surgery; Nursing; Surgery; Internal medicine; Psychiatry","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":[0.002376569,0.0001760647,0.001373147,0.0002410312,0.0001046429,0.000006599443,0.0001298191,0.0002274304,0.00007153526],"category_scores_gemma":[0.003777218,0.0001178741,0.0002893058,0.0001885633,0.0002228799,0.0001019096,0.00002344619,0.0004153688,0.00000198919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00079101,"about_ca_system_score_gemma":0.003670798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":9.836936e-7,"about_ca_topic_score_gemma":0.00001106656,"domain_scores_codex":[0.9970558,0.0002699783,0.001830414,0.0002192679,0.0002429795,0.0003815327],"domain_scores_gemma":[0.9912823,0.006486843,0.001450554,0.0001292774,0.0003797602,0.0002712829],"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":[0.02616198,0.00827475,0.2037063,0.0002817522,0.001628561,0.0006579631,0.003998588,0.000003188853,0.001119168,0.00007538878,0.0002650414,0.7538273],"study_design_scores_gemma":[0.02368308,0.03048526,0.9307142,0.004344887,0.001125316,0.0009579609,0.003991318,0.000004822703,0.001873265,0.00132372,0.001201437,0.0002947366],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993964,0.0002770336,0.002351481,0.0004583366,0.0006672954,0.0003468234,0.000001086528,0.00001133108,0.001922665],"genre_scores_gemma":[0.8414828,0.00007252863,0.1577729,0.000399682,0.0001850502,0.00001785617,0.000001811966,0.00001847425,0.00004887354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7535326,"threshold_uncertainty_score":0.6511838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.164924827716995,"score_gpt":0.4018134583052483,"score_spread":0.2368886305882533,"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."}}