{"id":"W4390145168","doi":"10.1177/17407745231205577","title":"Recommendations for assessing appearance concerns related to plexiform and cutaneous neurofibromas in neurofibromatosis 1 clinical trials","year":2023,"lang":"en","type":"article","venue":"Clinical Trials","topic":"Neurofibromatosis and Schwannoma Cases","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"National Cancer Institute; National Institutes of Health; McKnight Foundation","keywords":"Neurofibromatosis; Plexiform neurofibroma; Medicine; Quality of life (healthcare); Distress; Patient-reported outcome; Clinical trial; Randomized controlled trial; Patient satisfaction; Physical therapy; Clinical psychology; Neurofibroma; Surgery; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.04242087,0.0004189586,0.004355325,0.0004214402,0.0002168427,0.0002253219,0.0002415043,0.000549759,0.0000994646],"category_scores_gemma":[0.161934,0.0003465156,0.001303338,0.001116639,0.0002395254,0.0002325825,0.000213242,0.0007253025,0.0001858109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003457427,"about_ca_system_score_gemma":0.0002971121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001490841,"about_ca_topic_score_gemma":0.000004173084,"domain_scores_codex":[0.9810448,0.007559889,0.008951905,0.001342368,0.0003892105,0.0007117782],"domain_scores_gemma":[0.9399015,0.0569029,0.001431844,0.0007766171,0.0001677708,0.0008193809],"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":[0.01462133,0.002268924,0.3318528,0.001139556,0.001089879,0.002112461,0.0004434631,0.00005625684,0.02087196,0.00441482,0.2370062,0.3841224],"study_design_scores_gemma":[0.07228796,0.01583733,0.566736,0.006384881,0.00272175,0.001663903,0.001244607,0.01172628,0.003437747,0.01111006,0.3041149,0.002734587],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9659911,0.000213043,0.0001419883,0.02562018,0.002930019,0.004110021,0.000218031,0.0004122174,0.0003633352],"genre_scores_gemma":[0.9892097,0.001384231,0.003286786,0.00351999,0.00115672,0.0003377961,0.0001591865,0.0001444218,0.0008012222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3813878,"threshold_uncertainty_score":0.9998987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5352581054255715,"score_gpt":0.5687027508768474,"score_spread":0.0334446454512759,"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."}}