{"id":"W2985355503","doi":"10.1097/gox.0000000000002471","title":"Simple Effective Ways to Care for Skin Wounds and Incisions","year":2019,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery Global Open","topic":"Wound Healing and Treatments","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint John Regional Hospital; Dalhousie University","funders":"","keywords":"Wound care; Simple (philosophy); Point (geometry); Skin care; Point of care; Wound closure","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":[0.0002082064,0.0002365007,0.0007132685,0.000103504,0.0002030396,0.00008905511,0.0001008374,0.0001094918,0.0001098931],"category_scores_gemma":[0.0008614263,0.000198621,0.0001294927,0.000264445,0.00006821485,0.0001450902,0.000174009,0.0001005693,0.0001503803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004492238,"about_ca_system_score_gemma":0.0003206578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005904985,"about_ca_topic_score_gemma":0.0002168178,"domain_scores_codex":[0.9985641,0.00004041451,0.0002833482,0.0005513952,0.0001721442,0.0003886302],"domain_scores_gemma":[0.9964683,0.002589807,0.00008831377,0.0002554668,0.0002555346,0.0003425762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001853705,0.0001062651,0.895083,0.0001758586,0.0003783611,0.00002488609,0.0004269438,0.00001374039,0.00004263905,0.002140932,0.001237297,0.0985164],"study_design_scores_gemma":[0.005008703,0.001497432,0.9658647,0.000794441,0.0004310723,0.0004186387,0.002288099,0.0001158915,0.0004605706,0.00937172,0.01318647,0.0005622488],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871565,0.0001291995,0.0009635363,0.00006121615,0.0009960905,0.003173738,0.0006902111,0.00003631203,0.006793228],"genre_scores_gemma":[0.9958968,0.000007044251,0.003332964,0.0001840979,0.00008190191,0.0002936855,0.0001310675,0.00002044054,0.00005197208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09795415,"threshold_uncertainty_score":0.8099529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02169328635493404,"score_gpt":0.3141302552189303,"score_spread":0.2924369688639963,"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."}}