{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004501892,0.000172618,0.0005635452,0.0003600419,0.000034245,0.000004868176,0.000071109,0.0001764594,0.004922514],"category_scores_gemma":[0.00005091209,0.000159668,0.0001990867,0.0003020325,0.00002296884,0.0000369368,0.0001200058,0.0006540196,0.000002303802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002264879,"about_ca_system_score_gemma":0.002912401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001794367,"about_ca_topic_score_gemma":0.0001389631,"domain_scores_codex":[0.9980891,0.00005161959,0.0005281206,0.0003382843,0.0008254941,0.000167331],"domain_scores_gemma":[0.9991297,0.0000229426,0.0003392279,0.0002529414,0.0002113181,0.00004394003],"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":[0.0002529272,0.0003518432,0.04583376,0.03055784,0.0003123416,0.0002193289,0.001840163,0.00004127885,0.002666905,0.000008957669,0.04201144,0.8759032],"study_design_scores_gemma":[0.002521569,0.0003028341,0.2791028,0.007187698,0.000404744,0.0003302738,0.001835342,0.00000741433,0.003249,0.00002974669,0.7045204,0.0005081415],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03329146,0.0123206,0.00005855242,0.0004472593,0.001483748,0.001928546,0.0000624655,0.0001295747,0.9502778],"genre_scores_gemma":[0.1831745,0.0185664,0.00379039,0.003652383,0.002565823,0.002520202,0.005551913,0.0004173319,0.7797611],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8753951,"threshold_uncertainty_score":0.9959871,"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."}}