{"id":"W2081553014","doi":"10.5978/islsm.19.270","title":"THE 13th CONGRESS OF THE ASIAN PACIFIC ASSOCIATION FOR LASER MEDICINE & SURGERY (APALMS)","year":2010,"lang":"en","type":"article","venue":"LASER THERAPY","topic":"Digital Imaging in Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"iNano Medical (Canada)","funders":"","keywords":"Medicine; Association (psychology); Asia pacific; Laser surgery; General surgery; Laser; History; Psychology; Ethnology","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":[0.001481998,0.0009057296,0.0005478535,0.001117861,0.001832064,0.003127135,0.0007112816,0.004515274,0.05163314],"category_scores_gemma":[0.001257112,0.0002372418,0.001118865,0.0004548522,0.0008596912,0.001022425,0.002009428,0.003372648,0.01667268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001543105,"about_ca_system_score_gemma":0.003526147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002725383,"about_ca_topic_score_gemma":0.008358272,"domain_scores_codex":[0.999206,0.0001085658,0.00005574725,0.0001306224,0.0002810792,0.0002180049],"domain_scores_gemma":[0.9991211,0.00008025223,0.0001004059,0.00004262716,0.0003147499,0.0003408133],"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":[0.0004178385,0.0002224258,0.003216887,0.0006448646,0.00008602201,0.000982249,0.0002113762,0.0003291636,0.003619109,0.01172974,0.8098133,0.1687269],"study_design_scores_gemma":[0.0000139837,0.00005181729,0.002674477,0.00012046,0.00001496868,0.0003196037,0.0000631378,0.0001204058,0.000497236,0.0007746868,0.9953398,0.000009495699],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02297966,0.07329848,0.004218066,0.1417508,0.3645423,0.0004411094,0.002105808,0.0004844158,0.3901794],"genre_scores_gemma":[0.04641109,0.02004544,0.002903956,0.01352241,0.0557102,0.0003143109,0.0009040487,0.0001513367,0.8600373],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05163314,"threshold_uncertainty_score":0.17273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02297067894692958,"score_gpt":0.2933906110056945,"score_spread":0.2704199320587649,"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."}}