{"id":"W2410098921","doi":"10.1177/1203475416653735","title":"Cost of Medications Recommended by Canadian Acne Clinical Practice Guidelines","year":2016,"lang":"en","type":"article","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Acne and Rosacea Treatments and Effects","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor; Western University; Windsor Clinical Research","funders":"","keywords":"Medicine; Acne; Isotretinoin; Adapalene; Population; Drospirenone; Benzoyl peroxide; Internal medicine; Dermatology; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001400908,0.0004040978,0.0003941965,0.00377689,0.00104293,0.001418476,0.001079038,0.0006336663,0.01709815],"category_scores_gemma":[0.01728719,0.0001705056,0.0008173103,0.004461189,0.0002811334,0.0004566601,0.000519728,0.0007760667,0.001186932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02108377,"about_ca_system_score_gemma":0.03137538,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8699105,"about_ca_topic_score_gemma":0.9105234,"domain_scores_codex":[0.9941121,0.0007414019,0.0005225691,0.0002054315,0.003987555,0.0004309925],"domain_scores_gemma":[0.9888713,0.001136047,0.001745023,0.0001631213,0.007052678,0.001031831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003197401,0.0002401274,0.1426197,0.002334049,0.0003944534,0.0004030921,0.0002415871,0.002816028,0.0003761945,0.004313726,0.4001639,0.4457774],"study_design_scores_gemma":[0.000307844,0.0002733209,0.5883072,0.005022804,0.0005962984,0.001425672,0.0006611276,0.006378922,0.0005359206,0.001970751,0.3943891,0.0001310157],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1594697,0.07538866,0.005882338,0.06767185,0.001855604,0.003013526,0.1264494,0.001141441,0.5591276],"genre_scores_gemma":[0.8588579,0.03759727,0.02550754,0.008661884,0.0006734232,0.0008778359,0.04162486,0.0001577941,0.02604155],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1300895,"threshold_uncertainty_score":0.2617111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1178231150649991,"score_gpt":0.4272816568173625,"score_spread":0.3094585417523634,"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."}}