{"id":"W2918958276","doi":"10.1097/der.0000000000000445","title":"Skin Sensitization Induction Risk Assessment of Common Ingredients in Commercially Available Cleansing Conditioners","year":2019,"lang":"en","type":"review","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sensitization; Medicine; Skin sensitization; Conditioners; Skin irritation; Irritation; Ingredient; Local lymph node assay; Dermatology; Immunology; Pathology","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":[0.001709322,0.0007568146,0.001476145,0.004598831,0.0002248985,0.0008713623,0.0007444623,0.0009123629,0.002577052],"category_scores_gemma":[0.001743104,0.0002977466,0.001761776,0.001992519,0.0003092525,0.0007677627,0.0004423416,0.0005224745,0.000315154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005142598,"about_ca_system_score_gemma":0.001008934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001459801,"about_ca_topic_score_gemma":0.002327674,"domain_scores_codex":[0.9988186,0.000319656,0.0002064301,0.0001358968,0.0004780624,0.00004130662],"domain_scores_gemma":[0.9980919,0.0009873204,0.0005082242,0.0000339616,0.0003517383,0.00002693053],"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":[0.0002888867,0.000186554,0.002180432,0.2124157,0.001086928,0.0003964904,0.0001714077,0.0008431923,0.005844392,0.001570172,0.004042879,0.770973],"study_design_scores_gemma":[0.0001510573,0.00292375,0.03810836,0.1183364,0.01297014,0.01129126,0.0009991656,0.001710683,0.02450742,0.003248313,0.7855886,0.0001648418],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001956258,0.9965883,0.0002518687,0.00007305582,0.00005107472,0.00003356597,0.00004782649,0.000005128223,0.0009928865],"genre_scores_gemma":[0.01876818,0.979599,0.0008559835,0.00009305132,0.00006180639,0.00003468568,0.00006773393,0.000002317073,0.0005171522],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004598831,"threshold_uncertainty_score":0.009039879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04333606323425182,"score_gpt":0.3406616808732632,"score_spread":0.2973256176390113,"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."}}