{"id":"W7110828416","doi":"10.1371/journal.pone.0330428.s002","title":"Search strategy.","year":2025,"lang":"","type":"article","venue":"Figshare","topic":"Dermatologic Treatments and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Visual analogue scale; Massage; Extracorporeal; Low level laser therapy; Cochrane Library; MEDLINE","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.008840981,0.003748799,0.01311945,0.03572698,0.001536385,0.007169543,0.005328358,0.004276367,0.4234544],"category_scores_gemma":[0.03781792,0.001789596,0.006231634,0.0342803,0.00128883,0.004773555,0.005752513,0.002965588,0.06911235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008831668,"about_ca_system_score_gemma":0.02242243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0148594,"about_ca_topic_score_gemma":0.01626894,"domain_scores_codex":[0.9904625,0.002187301,0.004662924,0.001192209,0.001012293,0.000482893],"domain_scores_gemma":[0.9786615,0.01204421,0.003629258,0.0008270582,0.004077487,0.0007604735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009386726,0.00006135665,0.0006682823,0.759844,0.00164352,0.0003644206,0.0005103652,0.0003702074,0.0004396077,0.003817552,0.1820341,0.04930786],"study_design_scores_gemma":[0.003629267,0.0004467091,0.003532183,0.436521,0.005147407,0.0005088627,0.000987838,0.0008473033,0.0004976561,0.006967727,0.5406901,0.0002239006],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.001861638,0.03537101,0.005371955,0.00552815,0.001077262,0.1069652,0.79009,0.003084835,0.05064992],"genre_scores_gemma":[0.01565297,0.08309594,0.03750592,0.01208811,0.0008820379,0.5823389,0.2063687,0.0026612,0.05940638],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5765456,"threshold_uncertainty_score":0.8223723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1157647245482055,"score_gpt":0.4114082211494763,"score_spread":0.2956434966012708,"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."}}