{"id":"W3129263747","doi":"10.1186/s12885-021-08072-4","title":"Patient-identified early clinical warning signs of nodular melanoma: a qualitative study","year":2021,"lang":"en","type":"article","venue":"BMC Cancer","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":9,"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":"Melanoma; Warning signs; 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":[0.01472913,0.0004006655,0.0007967254,0.00125338,0.004269809,0.002616643,0.001271894,0.001386784,0.002852983],"category_scores_gemma":[0.02863855,0.0005718722,0.0003237283,0.001331156,0.00419368,0.003583032,0.004200546,0.002485454,0.0003229047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00463375,"about_ca_system_score_gemma":0.005115314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007577944,"about_ca_topic_score_gemma":0.01082107,"domain_scores_codex":[0.9886603,0.008931115,0.0004503601,0.0004723764,0.000547891,0.0009378965],"domain_scores_gemma":[0.9707348,0.02244214,0.002085277,0.0004635177,0.002091713,0.002182427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000039031,0.00006834083,0.009356076,0.0002735459,0.00000605683,0.0003582677,0.985344,0.00002417007,0.0002821858,0.000545405,0.0005003907,0.003202481],"study_design_scores_gemma":[0.000006148935,0.00006431089,0.002969958,0.0001972116,0.000003781322,0.0001329266,0.9935964,0.00007917622,0.00008204336,0.0001596079,0.002694903,0.00001340346],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941511,0.0004754281,0.0009854139,0.002028591,0.00003391682,0.0002200607,0.0001964777,0.00001091209,0.001898139],"genre_scores_gemma":[0.9972374,0.0004742615,0.0006695386,0.0007282065,0.000008324703,0.0003185528,0.00007011819,0.000009192338,0.0004842872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01472913,"threshold_uncertainty_score":0.077896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07354124542108899,"score_gpt":0.40598591581092,"score_spread":0.3324446703898311,"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."}}