{"id":"W4387383920","doi":"10.2196/47821","title":"Rosacea and Its Association With Malignancy: Systematic Review","year":2023,"lang":"en","type":"review","venue":"JMIR Dermatology","topic":"Acne and Rosacea Treatments and Effects","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rosacea; Medicine; Dermatology; Skin cancer; Basal cell carcinoma; Internal medicine; Breast cancer; Acne; Cancer; Oncology; Malignancy; Basal cell","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":[],"consensus_categories":[],"category_scores_codex":[0.005369702,0.001424742,0.00720656,0.009135918,0.0006481641,0.002390608,0.001775032,0.001823033,0.005904113],"category_scores_gemma":[0.03310486,0.001072786,0.008073859,0.01117963,0.0008527219,0.002143412,0.001494333,0.001081998,0.0003863454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003098338,"about_ca_system_score_gemma":0.008910837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009453171,"about_ca_topic_score_gemma":0.02732482,"domain_scores_codex":[0.9943914,0.001637571,0.002313583,0.0004356091,0.0010207,0.0002011424],"domain_scores_gemma":[0.9744806,0.01707509,0.005971751,0.0003150967,0.001888966,0.0002683393],"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":[0.0001150128,0.000008678771,0.001054911,0.9799256,0.008661524,0.000102329,0.0001081071,0.00005178353,0.00007031017,0.00007572817,0.0008662739,0.008959649],"study_design_scores_gemma":[0.0002033418,0.0001600817,0.006060665,0.8876029,0.09420791,0.0006275549,0.0002396852,0.00007120847,0.0001120441,0.0002052613,0.01047228,0.00003698255],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001494571,0.9969291,0.0001102445,0.0001982573,0.00007922653,0.0003229043,0.0005976396,0.000009124421,0.0002589852],"genre_scores_gemma":[0.02298179,0.9747022,0.000513188,0.0005779929,0.00009437159,0.000615584,0.0003538214,0.000007153533,0.0001538117],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009453171,"threshold_uncertainty_score":0.0283981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03429916990238534,"score_gpt":0.3539217776340972,"score_spread":0.3196226077317119,"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."}}