{"id":"W2159416594","doi":"10.1016/j.det.2013.09.004","title":"Future Directions in Cutaneous Laser Surgery","year":2013,"lang":"en","type":"review","venue":"Dermatologic Clinics","topic":"Dermatologic Treatments and Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Laser; Laser lithotripsy; Medical physics; Surgery; Optics; Lithotripsy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001329545,0.001065471,0.001992076,0.00408808,0.0005074573,0.001733738,0.001132483,0.001728881,0.01251102],"category_scores_gemma":[0.001795191,0.0004259788,0.0008598558,0.003479095,0.0009938651,0.003731566,0.001253601,0.003035898,0.003231041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001014482,"about_ca_system_score_gemma":0.002286057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001191956,"about_ca_topic_score_gemma":0.004437511,"domain_scores_codex":[0.9995635,0.00009577339,0.00008842728,0.00006595656,0.000140489,0.00004587722],"domain_scores_gemma":[0.9987594,0.000675144,0.0001936498,0.0000280891,0.0002427611,0.0001010631],"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":[0.00007916041,0.00009080963,0.0001770016,0.02124176,0.00007973077,0.0002718682,0.00005401567,0.00027901,0.0008735409,0.002663992,0.04748131,0.9267077],"study_design_scores_gemma":[0.00005847969,0.000143343,0.0009949235,0.009624275,0.0002700669,0.001804195,0.0001491893,0.0001945681,0.000245975,0.003351193,0.9831256,0.00003821198],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004494388,0.9981112,0.000106408,0.0005267042,0.000418892,0.000003285223,0.000008293493,0.000007508878,0.0007726122],"genre_scores_gemma":[0.0005228671,0.9969573,0.0002531354,0.0007626307,0.0007965486,0.000006122737,0.00001756843,0.000001747734,0.000681981],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01251102,"threshold_uncertainty_score":0.04185349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1211388087358856,"score_gpt":0.4208119445459255,"score_spread":0.29967313581004,"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."}}