{"id":"W7098360011","doi":"","title":"DÉPARTEMENT DES SCIENCES GÉOMATIQUES","year":2015,"lang":"en","type":"article","venue":"","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Human science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001656825,0.001354407,0.001637084,0.003275773,0.003218585,0.005834974,0.001978887,0.003062499,0.1809439],"category_scores_gemma":[0.007709617,0.0005430906,0.0008462077,0.001995302,0.002056246,0.0019302,0.003705064,0.005352405,0.08803983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007509898,"about_ca_system_score_gemma":0.008644084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02170287,"about_ca_topic_score_gemma":0.02279303,"domain_scores_codex":[0.9972001,0.0003525738,0.0001545468,0.0006660107,0.001157006,0.0004697284],"domain_scores_gemma":[0.9930595,0.001385625,0.000515989,0.0004821877,0.0020274,0.002529302],"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":[0.0006656743,0.0004022785,0.01364029,0.002377809,0.0001317816,0.001538932,0.002356356,0.002030506,0.005273225,0.1200084,0.4733181,0.3782566],"study_design_scores_gemma":[0.00001868268,0.00005773041,0.007778951,0.0002575903,0.00001101677,0.0005963678,0.0003737778,0.0005047237,0.001304455,0.00727161,0.9817934,0.000031575],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02924318,0.09075131,0.01807303,0.1240255,0.029455,0.0004587903,0.01276209,0.003465154,0.691766],"genre_scores_gemma":[0.08002003,0.03314949,0.01211918,0.003779632,0.004580229,0.0002220878,0.002713765,0.0006948681,0.8627206],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8190562,"threshold_uncertainty_score":0.6053176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.150540264526319,"score_gpt":0.3621904081018643,"score_spread":0.2116501435755453,"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."}}