{"id":"W4283777641","doi":"10.2196/35916","title":"Experiences of Patient-Led Surveillance, Including Patient-Performed Teledermoscopy, in the MEL-SELF Pilot Randomized Controlled Trial: Qualitative Interview Study","year":2022,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Health and Medical Research Council; Medical Research Council","keywords":"Medicine; Randomized controlled trial; Thematic analysis; Intervention (counseling); Family medicine; Qualitative research; Medical emergency; Nursing; Surgery","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":[0.002179726,0.0002477008,0.00217321,0.0004010042,0.000224443,0.00001744445,0.0002430667,0.00004229524,0.0004790315],"category_scores_gemma":[0.0005406465,0.0001566485,0.0002947614,0.0005288426,0.0001525556,0.00004667853,0.0002362961,0.0003182721,0.000006043385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000103342,"about_ca_system_score_gemma":0.00008155866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005720744,"about_ca_topic_score_gemma":0.00006462828,"domain_scores_codex":[0.9891498,0.008041738,0.00155263,0.0003454073,0.0005951214,0.0003152668],"domain_scores_gemma":[0.9966689,0.002113936,0.0007059921,0.0003628606,0.00009564873,0.00005263965],"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":[0.5782102,0.003029785,0.0002752525,0.00008189389,0.0004124978,0.0002197592,0.416583,0.000003575668,0.00003050633,0.0001065541,0.000503552,0.0005434532],"study_design_scores_gemma":[0.5511237,0.003903273,0.00003441962,0.00001693494,0.00008394181,0.0002723399,0.4431975,0.0001977794,0.00005024483,0.00004015841,0.0009690452,0.0001106722],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9788634,0.0003321472,0.00001723241,0.0008111126,0.001067194,0.01726966,0.00000199976,0.00006754501,0.001569771],"genre_scores_gemma":[0.9778831,0.00003053289,0.00003516619,0.0007697675,0.00001819918,0.02117636,0.00001004956,0.00001795871,0.00005884655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02708649,"threshold_uncertainty_score":0.6387941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03160125412622768,"score_gpt":0.3461682414575624,"score_spread":0.3145669873313348,"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."}}