{"id":"W3143483089","doi":"10.1159/000514367","title":"Straight to the Point: What Do We Know So Far on Hair Straightening?","year":2021,"lang":"en","type":"review","venue":"Skin Appendage Disorders","topic":"Hair Growth and Disorders","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Police Service","funders":"","keywords":"Point (geometry); Hair removal; Hair shaft; Process (computing); Computer science; Medicine; Dermatology; Mathematics; Hair follicle","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0005349417,0.001355194,0.00280284,0.0005835862,0.0004944846,0.000616711,0.0009481692,0.0007081873,0.004267958],"category_scores_gemma":[0.0003192906,0.0008981892,0.001941911,0.001461139,0.0002946456,0.0002576853,0.0002716777,0.001642345,0.002701724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001787194,"about_ca_system_score_gemma":0.001138529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004511412,"about_ca_topic_score_gemma":0.0003980068,"domain_scores_codex":[0.9945879,0.0003890999,0.001103581,0.001574898,0.001053366,0.001291158],"domain_scores_gemma":[0.9966199,0.0003734946,0.0003475279,0.001838408,0.0001237105,0.000696912],"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":[0.00003397014,0.0002955907,0.000002947514,0.005119533,0.0004311015,0.0001375816,0.000989508,0.000007408196,1.360741e-7,0.001904273,0.02937808,0.9616998],"study_design_scores_gemma":[0.0008425966,0.0003513318,0.000006262077,0.03420806,0.0009117931,0.00008971155,0.004469709,0.000005431937,0.000001626467,0.0001757886,0.9580248,0.0009128926],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00000369481,0.9754336,0.0003320038,0.008093714,0.001176949,0.003288659,0.0001498719,0.000198219,0.01132323],"genre_scores_gemma":[0.00006201099,0.9914622,0.0002107718,0.002298833,0.0004100993,0.0001815881,0.0007927971,0.0002881203,0.004293621],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.960787,"threshold_uncertainty_score":0.9999199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01730787382349749,"score_gpt":0.3149816679683751,"score_spread":0.2976737941448776,"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."}}