{"id":"W4230156680","doi":"10.1097/brs.0b013e3180593254","title":"Point of View","year":2007,"lang":"en","type":"article","venue":"Spine","topic":"Pharmaceutical studies and practices","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Shriners Hospitals for Children - Canada","funders":"","keywords":"Medicine; Reprint; Unit (ring theory); Family medicine; Subject (documents); Library science; Pediatrics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002467799,0.0005411122,0.0006207796,0.0009807812,0.002310791,0.004532126,0.002028578,0.007540247,0.06313239],"category_scores_gemma":[0.01100643,0.0001738063,0.0005545288,0.0007811018,0.004495744,0.003444269,0.002852664,0.008733463,0.02296553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005902009,"about_ca_system_score_gemma":0.01053008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02072318,"about_ca_topic_score_gemma":0.0287718,"domain_scores_codex":[0.997556,0.0004090762,0.0001541054,0.000544432,0.0009672802,0.0003691029],"domain_scores_gemma":[0.9929087,0.0008143472,0.0002725689,0.0005877991,0.003680941,0.001735674],"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":[0.00005914112,0.00003033254,0.001760771,0.0002672123,0.00002830503,0.0009682347,0.0008148173,0.0001034267,0.0002741983,0.1230095,0.7994854,0.07319855],"study_design_scores_gemma":[0.000009052173,0.00001247795,0.0004950495,0.000448063,0.000009604803,0.001467334,0.0005037926,0.00002983393,0.00006396089,0.0191789,0.9777711,0.00001082952],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001558479,0.0303671,0.00291227,0.780058,0.03767905,0.00003237092,0.0004721191,0.0001071494,0.1468135],"genre_scores_gemma":[0.06669625,0.04514438,0.002944906,0.5990188,0.05172127,0.0001296624,0.0008568007,0.0001504939,0.2333374],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9368676,"threshold_uncertainty_score":0.2111989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07646837570243857,"score_gpt":0.4332053645824561,"score_spread":0.3567369888800175,"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."}}