{"id":"W2082595607","doi":"10.1002/lsm.22021","title":"Low fluence–high repetition rate diode laser hair removal 12‐month evaluation: Reducing pain and risks while keeping clinical efficacy","year":2012,"lang":"en","type":"article","venue":"Lasers in Surgery and Medicine","topic":"Dermatologic Treatments and Research","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Erythema; Hair removal; Tolerability; Medicine; Laser; Adverse effect; Fluence; Diode; Intense pulsed light; Surgery; Dermatology; Clinical efficacy; Materials science; Optics; Optoelectronics; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.01053363,0.0001956015,0.0006840182,0.000210372,0.0001551831,0.00001317343,0.00003804939,0.0001790266,0.0002133617],"category_scores_gemma":[0.004032188,0.0001330862,0.00006871957,0.0002375449,0.0004181671,0.0001754779,0.00004138043,0.0003663126,0.000006737058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005208807,"about_ca_system_score_gemma":0.0001080123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002478103,"about_ca_topic_score_gemma":0.00002823352,"domain_scores_codex":[0.9970309,0.0009970588,0.0006598314,0.0004020436,0.0004391434,0.0004710819],"domain_scores_gemma":[0.9964927,0.002572758,0.0001416959,0.0002955597,0.00009290563,0.0004043512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009377433,0.0006316106,0.7626697,0.000273694,0.000131249,0.0007483409,0.000696889,0.00002729992,0.000284976,0.00003860599,0.007340758,0.2262192],"study_design_scores_gemma":[0.005465116,0.000437304,0.9817883,0.002642565,0.0002336327,0.0004497376,0.0007642757,0.0015463,0.0005592569,0.0001015294,0.00579014,0.0002218505],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908274,0.002058262,0.00004282151,0.004340846,0.0006694417,0.0005418442,0.000004071191,0.00004321017,0.001472037],"genre_scores_gemma":[0.9947173,0.002523424,0.0002428886,0.001356511,0.0006129963,0.00003215744,0.0001337394,0.00001715736,0.000363803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2259973,"threshold_uncertainty_score":0.5427099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1405162233905576,"score_gpt":0.4062536396975319,"score_spread":0.2657374163069742,"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."}}