{"id":"W4403480316","doi":"10.2196/58136","title":"Participant Motivators and Expectations in the MEL-SELF Randomized Clinical Trial of Patient-Led Surveillance for Recurrent Melanoma: Content Analysis of Survey Responses","year":2024,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Health and Medical Research Council; Medical Research Council","keywords":"Randomized controlled trial; Psychology; Melanoma; Medicine; Content analysis; Clinical psychology; Internal medicine; Sociology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01479385,0.0001233744,0.001774478,0.0004274086,0.00003196728,0.00001255347,0.0001550886,0.0002869197,0.00001459995],"category_scores_gemma":[0.08701532,0.00007473479,0.0004947013,0.0008188551,0.0007335678,0.00002496048,0.0000636354,0.0005886553,0.000001202593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001899677,"about_ca_system_score_gemma":0.0003613265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009336145,"about_ca_topic_score_gemma":0.001513573,"domain_scores_codex":[0.9894371,0.007172667,0.002271624,0.000383461,0.0004681304,0.0002670405],"domain_scores_gemma":[0.8135565,0.185317,0.0002755757,0.0003665668,0.0004068355,0.00007755546],"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":[0.6977752,0.001473255,0.2826569,0.0004894716,0.003140891,0.00005084136,0.006935855,0.000001696504,0.00002836844,0.006328146,0.0002702156,0.0008491025],"study_design_scores_gemma":[0.5316986,0.003952694,0.4448506,0.000316659,0.002368605,0.00003114378,0.004303286,0.008437034,0.0003466841,0.003148234,0.0003097241,0.0002367814],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922715,0.001343694,0.0001163007,0.003299758,0.0002832655,0.00255031,0.00009115632,0.00001664735,0.00002736376],"genre_scores_gemma":[0.9983094,0.0005772322,0.0001815632,0.00007709728,0.000021786,0.0007478109,0.00005618848,0.00001074261,0.00001821146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1781443,"threshold_uncertainty_score":0.9206752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5322693344418263,"score_gpt":0.5798380990656598,"score_spread":0.04756876462383341,"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."}}