{"id":"W4250668121","doi":"10.21203/rs.3.rs-257721/v1","title":"Patient-identified early clinical warning signs of nodular melanoma: A qualitative study","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Calgary","funders":"National Cancer Institute; Fonds de Recherche du Québec - Santé; National Institutes of Health; Canadian Institutes of Health Research; Alberta Innovates","keywords":"Warning signs; Melanoma; Medicine; Dermatology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01640133,0.0003803319,0.0007444037,0.001216389,0.0045345,0.002986525,0.0012866,0.001392306,0.003514902],"category_scores_gemma":[0.03115834,0.0005283356,0.0002847516,0.001262668,0.004953466,0.003897154,0.004201559,0.002435631,0.0003943621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004639826,"about_ca_system_score_gemma":0.00551177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007038599,"about_ca_topic_score_gemma":0.008846339,"domain_scores_codex":[0.9877602,0.009849105,0.0004589349,0.0004874319,0.0005321162,0.0009121902],"domain_scores_gemma":[0.9678499,0.024916,0.002091555,0.0005140007,0.002222483,0.002406011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003315671,0.00007542989,0.008092959,0.0002412917,0.000004873194,0.0003537188,0.9868568,0.00002065896,0.0002154776,0.0006920064,0.0005122435,0.002901471],"study_design_scores_gemma":[0.00000508791,0.00004659964,0.00211978,0.0001578381,0.0000023922,0.00008685408,0.9947906,0.00005350047,0.00006278535,0.0001687168,0.002496003,0.000009871821],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930446,0.0004409906,0.0009229818,0.002592943,0.00004167479,0.0002021449,0.0001899399,0.00001042548,0.002554385],"genre_scores_gemma":[0.9972488,0.0004328039,0.000589755,0.0007658445,0.000009267501,0.0002727862,0.00005977033,0.000008895629,0.0006120324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01640133,"threshold_uncertainty_score":0.0867396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.151143593392873,"score_gpt":0.4924825952910881,"score_spread":0.341339001898215,"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."}}