{"id":"W4323035286","doi":"10.1371/journal.pone.0282664","title":"Risk of cutaneous squamous cell carcinoma due to occupational exposure to solar ultraviolet radiation: Protocol for a systematic review and meta-analysis","year":2023,"lang":"en","type":"review","venue":"PLoS ONE","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Centre for Disease Control; Toronto Metropolitan University; University of British Columbia","funders":"","keywords":"Medicine; MEDLINE; Systematic review; Grey literature; Cohort; Grading (engineering); Cohort study; Scopus; Environmental health; Occupational exposure; Pathology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.05362635,0.006210791,0.02122834,0.01049218,0.003177337,0.006167206,0.004549483,0.00583742,0.05861516],"category_scores_gemma":[0.07058944,0.004306628,0.02888235,0.009015102,0.003247905,0.00589197,0.004761204,0.004892969,0.005818137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01091215,"about_ca_system_score_gemma":0.03374608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006088495,"about_ca_topic_score_gemma":0.01165589,"domain_scores_codex":[0.9760571,0.008832142,0.008717078,0.002468136,0.002763654,0.001161906],"domain_scores_gemma":[0.9753504,0.009386233,0.005697285,0.002827795,0.00584966,0.0008884812],"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":[0.006598739,0.0001863972,0.000979108,0.9377524,0.01304268,0.0004191135,0.0008868529,0.001094601,0.001267522,0.002560569,0.01409642,0.02111551],"study_design_scores_gemma":[0.05116909,0.003310213,0.01052408,0.5849696,0.113138,0.0008562836,0.001463834,0.002428136,0.003019334,0.01816625,0.2101189,0.0008363386],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0007770033,0.006451642,0.002599264,0.0005052398,0.000397897,0.981934,0.006531469,0.0001779732,0.0006254377],"genre_scores_gemma":[0.0006690401,0.001898663,0.00255842,0.000234054,0.00002923535,0.9936262,0.0007016791,0.00001186362,0.0002708152],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.05861516,"threshold_uncertainty_score":0.2836066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1668664138925181,"score_gpt":0.3670798426349564,"score_spread":0.2002134287424383,"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."}}