{"id":"W1987655436","doi":"10.1186/1471-2458-13-273","title":"Protocol of a randomized controlled trial of sun protection interventions for operating engineers","year":2013,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Skin Protection and Aging","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Blue Cross Blue Shield of Michigan Foundation","keywords":"Medicine; Psychological intervention; Randomized controlled trial; Biostatistics; Sun protection; Intervention (counseling); Skin cancer; Protocol (science); Public health; Test (biology); Family medicine; Environmental health; Nursing; Surgery; Alternative medicine; Cancer","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":[],"consensus_categories":[],"category_scores_codex":[0.004656163,0.00009726352,0.001242486,0.0002899239,0.00006886627,0.00002280368,0.00004584145,0.00005709595,0.0001787799],"category_scores_gemma":[0.006477346,0.00006676893,0.0006524185,0.0002092678,0.00004279933,0.0001115589,0.00001107541,0.0001200641,0.000001864466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007896751,"about_ca_system_score_gemma":0.0006767733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003283392,"about_ca_topic_score_gemma":0.000008527789,"domain_scores_codex":[0.997724,0.0004296344,0.001309626,0.0001394475,0.0001903828,0.0002069001],"domain_scores_gemma":[0.9983582,0.0002930562,0.0006399378,0.000152251,0.0004257681,0.000130822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9570357,0.001644599,0.0000848586,0.01060312,0.0004534064,1.215315e-7,0.001027891,0.00004900662,0.001684239,0.002658216,0.0007112586,0.02404761],"study_design_scores_gemma":[0.9786992,0.001170564,0.00005355649,0.0005295521,0.00002818925,0.000003898868,0.0002508308,0.01849924,0.0002663912,0.00007080486,0.0003771342,0.00005060909],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.01512859,0.00001889374,0.3102661,0.004214953,0.0001949337,0.6697568,0.00000215003,0.0000678859,0.0003495922],"genre_scores_gemma":[0.3321424,7.647805e-7,0.008447426,0.00008304604,0.0001358113,0.6587003,0.000004866931,0.00001339378,0.0004719568],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.3170139,"threshold_uncertainty_score":0.7754456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08678348418599464,"score_gpt":0.3903677930322195,"score_spread":0.3035843088462249,"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."}}