{"id":"W3136800038","doi":"10.1016/j.abdp.2019.01.011","title":"10.1016/j.abdp.2019.01.011","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Dermatology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004099633,0.001009116,0.000442473,0.001433485,0.0008554636,0.001331278,0.0008564322,0.003015853,0.9065542],"category_scores_gemma":[0.00116065,0.0003932634,0.000620198,0.0006445794,0.0006565949,0.001624309,0.0008656601,0.001245481,0.8700161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007649703,"about_ca_system_score_gemma":0.0007415324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003141941,"about_ca_topic_score_gemma":0.003368419,"domain_scores_codex":[0.9997461,0.00002547356,0.00002536372,0.00005565135,0.00006371605,0.00008362261],"domain_scores_gemma":[0.9991348,0.0001834491,0.00008293646,0.00004534404,0.0001910527,0.0003624019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004594855,0.0003086253,0.007664288,0.000434787,0.00003899025,0.0009576309,0.00006119384,0.0003406061,0.001140953,0.002990687,0.259196,0.7264068],"study_design_scores_gemma":[0.0001475108,0.0002937847,0.01124598,0.0009344623,0.00006366132,0.0097865,0.0002181227,0.0005470389,0.001177238,0.003803502,0.9717419,0.00004020659],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004651114,0.004347249,0.00138808,0.004115563,0.001378637,0.00008376481,0.001759403,0.0007109305,0.9815653],"genre_scores_gemma":[0.01267987,0.001762673,0.001697636,0.00160681,0.0005944666,0.00006042529,0.001428747,0.0001811849,0.979988],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09344578,"threshold_uncertainty_score":0.133289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006035578296013516,"score_gpt":0.1858396159691117,"score_spread":0.1798040376730982,"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."}}