{"id":"W4312748810","doi":"10.57022/qpsm1481","title":"Primary prevention of skin cancer in primary care settings","year":2022,"lang":"en","type":"report","venue":"","topic":"Skin Protection and Aging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Cancer Council NSW; Cancer Institute NSW","keywords":"Primary care; Primary (astronomy); Primary prevention; Cancer; Medicine; Family medicine; Internal medicine; Disease","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":[0.01483608,0.0004872945,0.001963124,0.01321163,0.0008233261,0.002855791,0.00129295,0.001877382,0.02177918],"category_scores_gemma":[0.04402501,0.0009367976,0.002415225,0.0136414,0.0006839086,0.00305869,0.002191487,0.00175371,0.001652756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004587888,"about_ca_system_score_gemma":0.02092596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0174627,"about_ca_topic_score_gemma":0.04471743,"domain_scores_codex":[0.9853486,0.005524906,0.004815927,0.0008053574,0.003045832,0.0004593291],"domain_scores_gemma":[0.9537849,0.03047258,0.007725804,0.000815386,0.006065279,0.001135969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001767195,0.00009247939,0.004114689,0.7258791,0.0005895507,0.0002809414,0.002306439,0.0002008291,0.000278104,0.003077953,0.02872557,0.2342776],"study_design_scores_gemma":[0.0001817396,0.0005093502,0.03665798,0.7908278,0.001784745,0.0008479581,0.001604644,0.0001419549,0.0001716701,0.001604194,0.1656194,0.00004851552],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.005797296,0.9280259,0.002096511,0.01602053,0.001000897,0.01144987,0.01535551,0.00009905281,0.0201544],"genre_scores_gemma":[0.04436284,0.9112954,0.01378345,0.00653717,0.0007112423,0.01493268,0.005449013,0.00003461695,0.002893581],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02177918,"threshold_uncertainty_score":0.07846165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02076678402678025,"score_gpt":0.3203458146839077,"score_spread":0.2995790306571274,"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."}}