{"id":"W4238018371","doi":"10.1007/978-3-319-17238-5_17","title":"Musculoskeletal Intervention","year":2015,"lang":"en","type":"book-chapter","venue":"","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Hamilton Health Sciences","funders":"","keywords":"Psychology; Medicine","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":[0.0003637532,0.0006541674,0.000457084,0.00095265,0.0007457162,0.0008215295,0.0007411855,0.0009859913,0.2433157],"category_scores_gemma":[0.0008407015,0.0001256592,0.0004376608,0.0004338533,0.0004480514,0.0006501324,0.001469196,0.001242552,0.0657521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004821917,"about_ca_system_score_gemma":0.001396323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001012711,"about_ca_topic_score_gemma":0.003690477,"domain_scores_codex":[0.9997421,0.00003591126,0.00001191352,0.00004282154,0.0001136651,0.0000535736],"domain_scores_gemma":[0.9998444,0.00003113424,0.000009436783,0.00001836372,0.00004513541,0.00005145456],"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":[0.00006870623,0.0002562268,0.0003116608,0.000517808,0.00001375399,0.0008538963,0.0001482093,0.000224599,0.001497182,0.01552537,0.3415685,0.6390142],"study_design_scores_gemma":[0.00002072531,0.00007658859,0.001173,0.000745798,0.00001029157,0.002867586,0.0001148154,0.00008511137,0.0003669975,0.005597984,0.9889321,0.00000892633],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002690502,0.01393477,0.006896726,0.004914275,0.00394119,0.0001606782,0.0003748567,0.0003739851,0.9667131],"genre_scores_gemma":[0.01615399,0.01205642,0.005047711,0.00577289,0.00141607,0.0001583764,0.0004941756,0.0001181562,0.9587822],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2433157,"threshold_uncertainty_score":0.8139719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05232416451133137,"score_gpt":0.3427120059605279,"score_spread":0.2903878414491965,"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."}}