{"id":"W4361983563","doi":"10.2196/45865","title":"Acceptability of a Hypothetical Reduction in Routinely Scheduled Clinic Visits Among Patients With History of a Localized Melanoma (MEL-SELF): Pilot Randomized Clinical Trial","year":2023,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Health and Medical Research Council; Mater Foundation; Friends of The Mater Foundation; Cancer Institute NSW; Medical Research Council; Australian Government","keywords":"Medicine; Randomized controlled trial; Clinical endpoint; Clinical trial; Intervention (counseling); Physical therapy; Melanoma; Intention-to-treat analysis; Surgery; Internal medicine; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00133199,0.0002092375,0.001786102,0.0004544162,0.00001860672,0.000003136268,0.0001219236,0.0002523546,0.0005787616],"category_scores_gemma":[0.0009969409,0.0001660979,0.000337151,0.0004059831,0.000625078,0.00005235786,0.00008445289,0.0003501991,0.00004999848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001868081,"about_ca_system_score_gemma":0.0002326739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005616653,"about_ca_topic_score_gemma":0.00003016505,"domain_scores_codex":[0.9957285,0.00127818,0.001892673,0.0004590691,0.0003429858,0.0002985949],"domain_scores_gemma":[0.9978616,0.0007458419,0.0006118488,0.0004716731,0.0001745047,0.0001344848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8827559,0.003760086,0.1080421,0.0003453193,0.0003445018,0.00009688459,0.0004239647,0.000002697502,0.00003936743,0.0001527248,0.001220378,0.002816028],"study_design_scores_gemma":[0.7714105,0.002875419,0.2218978,0.00005878079,0.0003536528,0.0001103057,0.0001497804,0.001341311,0.00009588533,0.00009204993,0.00142613,0.000188467],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925863,0.0000310948,0.0001044754,0.0002694483,0.0009053355,0.003792115,0.000002638843,0.0001493569,0.002159291],"genre_scores_gemma":[0.9986029,0.00002930224,0.0003929166,0.0000616035,0.00005692826,0.0003108415,0.00002584672,0.00002499812,0.0004946632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1138556,"threshold_uncertainty_score":0.6773277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03287075556462364,"score_gpt":0.3182568119699777,"score_spread":0.285386056405354,"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."}}