{"id":"W4394858825","doi":"10.46747/cfp.7004254","title":"Melanoma crash course","year":2024,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cancer Care Ontario; General Dynamics (Canada)","funders":"","keywords":"Melanoma; Incidence (geometry); Dermatology; Crash; Skin cancer; Medicine; Cancer; Internal medicine; Cancer research","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0003107239,0.0003037578,0.0003020637,0.000597903,0.003309691,0.001319746,0.000739383,0.001251075,0.1476725],"category_scores_gemma":[0.002299578,0.0001154602,0.0003969421,0.000470764,0.0002434414,0.0009686559,0.001120539,0.002644535,0.03203869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004141666,"about_ca_system_score_gemma":0.005298695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1337321,"about_ca_topic_score_gemma":0.2614306,"domain_scores_codex":[0.9995647,0.0000225141,0.00001550509,0.00004700591,0.0002035556,0.0001467202],"domain_scores_gemma":[0.9983917,0.00004190938,0.00005781162,0.00004072423,0.0006198832,0.0008479357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007647701,0.0001247374,0.01087236,0.00007425134,0.00001009172,0.001018785,0.0001024831,0.00007440317,0.0001643073,0.002559868,0.926733,0.0581893],"study_design_scores_gemma":[0.00003109059,0.00008042264,0.01776531,0.0003293507,0.00001452432,0.002341539,0.0004774161,0.0001764744,0.0001691763,0.001764833,0.9768326,0.00001714084],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03056949,0.01039821,0.001003327,0.1296983,0.0121366,0.0005562096,0.02491199,0.001080558,0.7896454],"genre_scores_gemma":[0.2374035,0.0170295,0.001683553,0.06924102,0.006366747,0.0004243561,0.02704,0.0005116823,0.6402997],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1476725,"threshold_uncertainty_score":0.4940138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01350351886740416,"score_gpt":0.2414427797606769,"score_spread":0.2279392608932728,"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."}}