{"id":"W2045701351","doi":"10.1016/j.injury.2010.11.049","title":"Measuring patient outcomes: A primer","year":2011,"lang":"en","type":"article","venue":"Injury","topic":"Shoulder Injury and Treatment","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University Medical Centre; Western University","funders":"","keywords":"Primer (cosmetics); Medicine; Computer science; Computational biology; Psychology; Biology; Chemistry","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":[0.00004712795,0.0001099856,0.0001706479,0.00005924407,0.00003766379,0.000003637335,0.00003944245,0.00004809184,0.0005396364],"category_scores_gemma":[0.00002594321,0.00007812712,0.00009206327,0.00006311533,0.00002543836,0.00004345852,0.00002841467,0.00008922421,0.0003891935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004711737,"about_ca_system_score_gemma":0.00003498043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006627459,"about_ca_topic_score_gemma":0.000001647364,"domain_scores_codex":[0.9993228,0.00001436085,0.0001591839,0.0001614357,0.0001754909,0.0001666994],"domain_scores_gemma":[0.9995211,0.00001121263,0.00003476505,0.0002903632,0.00003693532,0.0001056329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007837075,0.001652577,0.8269152,0.00003659711,0.0005710788,0.0003105043,0.003891878,7.249155e-8,0.003531952,0.0007933911,0.0034311,0.1580819],"study_design_scores_gemma":[0.001253046,0.001527518,0.6163141,0.00006630666,0.0003937478,0.00006148987,0.0002273911,0.000001890653,0.3598484,0.0005995679,0.01947355,0.000232992],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9477032,0.0001120766,0.00002279122,0.0001786235,0.0002427791,0.0002459026,0.000005004854,0.00009801118,0.05139164],"genre_scores_gemma":[0.996796,0.000005045469,0.001431423,0.001022233,0.00002742556,0.00003812892,0.000003495711,0.00001614901,0.00066015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3563164,"threshold_uncertainty_score":0.5908641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0947675081215895,"score_gpt":0.3134931999484409,"score_spread":0.2187256918268514,"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."}}