{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05998056,0.0006559679,0.001101701,0.0009742183,0.002389718,0.001592009,0.001495088,0.001278783,0.004968479],"category_scores_gemma":[0.07706177,0.0007942913,0.001324846,0.001230499,0.003062052,0.002172845,0.002401653,0.001873479,0.0002936885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005475127,"about_ca_system_score_gemma":0.01061733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002170213,"about_ca_topic_score_gemma":0.004120294,"domain_scores_codex":[0.9177027,0.07321465,0.002790791,0.00155271,0.001905812,0.002833312],"domain_scores_gemma":[0.9273986,0.0584265,0.006452265,0.002171506,0.002678332,0.002872804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.07386243,0.05938867,0.04064992,0.01995876,0.001226723,0.001802447,0.5318676,0.001490274,0.004987178,0.004076976,0.00676623,0.2539228],"study_design_scores_gemma":[0.08678807,0.2307343,0.07240341,0.01066035,0.0015847,0.0008601505,0.5412223,0.003256223,0.006537283,0.003399901,0.042014,0.0005393485],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9676939,0.001516166,0.002774448,0.001313136,0.0001331799,0.02401331,0.0006339494,0.00004288581,0.001879222],"genre_scores_gemma":[0.9403864,0.0009588528,0.006770616,0.001212109,0.00009363243,0.04963985,0.0002246487,0.00001539936,0.0006985362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05998056,"threshold_uncertainty_score":0.3172113,"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."}}