{"id":"W3165211243","doi":"10.3390/curroncol28030189","title":"Canadian Melanoma Conference Recommendations on High-Risk Melanoma Surveillance: A Report from the 14th Annual Canadian Melanoma Conference; Banff, Alberta; 20–22 February 2020","year":2021,"lang":"en","type":"article","venue":"Current Oncology","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of British Columbia","funders":"","keywords":"Medicine; Melanoma; Modalities; Voting; Family medicine; Medical physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.02107969,0.001690823,0.001385096,0.004262534,0.005111985,0.00558015,0.008204574,0.01075634,0.02440107],"category_scores_gemma":[0.02847451,0.001063862,0.002781519,0.004954089,0.002327264,0.00171896,0.002816003,0.01129304,0.009809219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05939574,"about_ca_system_score_gemma":0.3115815,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9370757,"about_ca_topic_score_gemma":0.9476777,"domain_scores_codex":[0.9790653,0.002174295,0.001250262,0.0006949835,0.01371506,0.003100188],"domain_scores_gemma":[0.9050837,0.003280313,0.001976169,0.0007649654,0.07270303,0.01619188],"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":[0.00003250403,0.00002452764,0.0007370076,0.0003895131,0.00001334072,0.00004735311,0.00009023106,0.0001491946,0.0001543893,0.0004064099,0.9793407,0.01861483],"study_design_scores_gemma":[0.00008129048,0.00002716564,0.007259712,0.001876366,0.00006428356,0.00006720157,0.0004429407,0.0002016219,0.0002088976,0.0003987628,0.9892973,0.00007433302],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.003726707,0.05822602,0.005726919,0.6201596,0.07687014,0.006161482,0.03286643,0.00116941,0.1950933],"genre_scores_gemma":[0.04710336,0.1092447,0.05956504,0.2254969,0.01444822,0.007419367,0.08330932,0.001302581,0.4521104],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.06292427,"threshold_uncertainty_score":0.4309483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03640148366658349,"score_gpt":0.309801040192268,"score_spread":0.2733995565256845,"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."}}