{"id":"W3120316354","doi":"10.15273/dmj.vol47no1.10726","title":"Acne: Advocating for holistic support","year":2021,"lang":"en","type":"article","venue":"Dalhousie Medical Journal","topic":"Nutrition, Genetics, and Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Acne; Limiting; Yield (engineering); Quality of life (healthcare); Health care; Psychology; Sociology; Medicine; Nursing; Political science; Dermatology; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.01338547,0.0004365963,0.0008093548,0.0006430727,0.006472085,0.008198159,0.001613785,0.01638925,0.01545994],"category_scores_gemma":[0.02866163,0.0003645915,0.0007133472,0.0003984119,0.009148782,0.01019706,0.0135229,0.02771497,0.003536243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002776662,"about_ca_system_score_gemma":0.01866848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00300985,"about_ca_topic_score_gemma":0.007859785,"domain_scores_codex":[0.9922333,0.00383235,0.0004183003,0.000469587,0.001855075,0.00119155],"domain_scores_gemma":[0.9722285,0.007374316,0.001193012,0.0007293117,0.003525216,0.01494969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001308684,0.0004340091,0.006725701,0.001224386,0.0001216141,0.003510713,0.01340448,0.0002634371,0.001922014,0.04767317,0.6966643,0.2279252],"study_design_scores_gemma":[0.0001870828,0.0002138636,0.004295387,0.006237705,0.0000722611,0.004220198,0.02589142,0.000454033,0.000318797,0.06027154,0.8977266,0.0001111289],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002516985,0.004978105,0.0007164548,0.9752358,0.005662208,0.00003327579,0.000008671472,0.00002666771,0.01082183],"genre_scores_gemma":[0.1092668,0.0266294,0.005431352,0.830663,0.01511881,0.0002465836,0.00005226504,0.00006955973,0.0125223],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01638925,"threshold_uncertainty_score":0.07078999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02053028788432323,"score_gpt":0.3117101607240568,"score_spread":0.2911798728397336,"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."}}