{"id":"W2909848110","doi":"10.1177/1203475418795819","title":"Facilitating Informed Treatment Decisions in Acne: A Pilot Study of a Patient Decision Aid","year":2019,"lang":"en","type":"article","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Complementary and Alternative Medicine Studies","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Windsor Clinical Research; Western University; University of Windsor","funders":"Galderma; Dermira; Valeant Pharmaceuticals International; Pfizer","keywords":"Medicine; Acne; Decision aids; Clinical decision making; Acne treatment; Medical physics; Intensive care medicine; Alternative medicine; Dermatology; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.008981234,0.000495394,0.0007207295,0.0005447608,0.002452514,0.002481073,0.001153801,0.001609889,0.01017679],"category_scores_gemma":[0.04348966,0.0004634673,0.0005494622,0.0004542196,0.00130852,0.001922275,0.001466447,0.002376045,0.0009417309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000802602,"about_ca_system_score_gemma":0.003188099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001194406,"about_ca_topic_score_gemma":0.001767663,"domain_scores_codex":[0.9950067,0.003622573,0.0002518893,0.0002948113,0.0004407132,0.0003831927],"domain_scores_gemma":[0.9481147,0.04499178,0.001388002,0.001469556,0.001213249,0.002822726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.0413396,0.4283017,0.0809441,0.002064151,0.0003921243,0.004272023,0.1043818,0.004182909,0.005232879,0.003800413,0.007294831,0.3177934],"study_design_scores_gemma":[0.06500382,0.5697136,0.1200284,0.001543955,0.001342393,0.004420578,0.133916,0.03739918,0.01100771,0.009104394,0.04563031,0.0008898527],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996572,0.00005313564,0.0004368362,0.0003397801,0.00002845972,0.0007982255,0.00005377117,0.00001134683,0.001706334],"genre_scores_gemma":[0.9869744,0.0002358645,0.009390304,0.0007002006,0.00005226974,0.001263216,0.00008372475,0.00001018026,0.001289868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01017679,"threshold_uncertainty_score":0.04749787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07586401797997193,"score_gpt":0.350119073610919,"score_spread":0.2742550556309471,"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."}}