{"id":"W4287506845","doi":"","title":"Pigmented Lesion Assay for Suspected Melanoma Lesions: A Health Technology Assessment.","year":2021,"lang":"en","type":"article","venue":"PubMed","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Grading (engineering); Medicine; Biopsy; Melanoma; Lesion; Skin cancer; Dermatology; Cancer; Radiology; Surgery; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.180954,0.001532798,0.004856972,0.0236071,0.002063176,0.008032945,0.004505539,0.004303213,0.004577524],"category_scores_gemma":[0.4432617,0.001640336,0.01182181,0.02122574,0.002848593,0.005870593,0.006222876,0.004356328,0.000462212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07705671,"about_ca_system_score_gemma":0.1239398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1974073,"about_ca_topic_score_gemma":0.2776535,"domain_scores_codex":[0.7522376,0.1261864,0.0515142,0.006079357,0.06124246,0.002739858],"domain_scores_gemma":[0.5227646,0.2896775,0.08210114,0.008641778,0.09258868,0.004226247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0009895054,0.0001259018,0.01836023,0.7231467,0.01529817,0.0001315713,0.002975783,0.001069699,0.0003029352,0.003930639,0.01615481,0.217514],"study_design_scores_gemma":[0.001569411,0.0009780868,0.04644661,0.8561513,0.03766537,0.0002703507,0.001536748,0.001906344,0.0005339516,0.004471304,0.04822194,0.0002485965],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008928501,0.9097332,0.005784093,0.03908351,0.0009746909,0.01711591,0.01168862,0.000139981,0.006551456],"genre_scores_gemma":[0.3519305,0.4782617,0.08981012,0.02562804,0.001077715,0.04445697,0.007724496,0.0000942128,0.001016313],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1974073,"threshold_uncertainty_score":0.9569878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04035696112486203,"score_gpt":0.3091729219070009,"score_spread":0.2688159607821389,"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."}}