{"id":"W2395142052","doi":"10.3928/0147-7447-20040901-21","title":"The Rise of the Machines","year":2004,"lang":"en","type":"letter","venue":"Orthopedics","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Women's College Hospital; Sunnybrook Health Science Centre","funders":"","keywords":"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":[0.004871746,0.001071111,0.001578481,0.0009316715,0.009204768,0.0106253,0.002527695,0.09822647,0.01293628],"category_scores_gemma":[0.02984224,0.001024238,0.001165209,0.0007301206,0.01216713,0.012511,0.004287033,0.09173334,0.00604586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004948983,"about_ca_system_score_gemma":0.004372864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005417262,"about_ca_topic_score_gemma":0.01267175,"domain_scores_codex":[0.9914454,0.002713685,0.0004785803,0.001310962,0.002599881,0.001451432],"domain_scores_gemma":[0.9876836,0.00694999,0.0007462002,0.0005946736,0.001560199,0.002465313],"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":[0.00004802089,0.00003036723,0.0003830977,0.00005343927,0.00001650564,0.001872435,0.000923339,0.00004138337,0.0001599051,0.0302209,0.9575997,0.008650973],"study_design_scores_gemma":[0.00002876645,0.00002423314,0.0002484829,0.0001519538,0.00000867024,0.001085064,0.001058569,0.00008925264,0.00008444832,0.01452476,0.9826682,0.00002764949],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003670633,0.002974947,0.000114612,0.9708723,0.01352685,0.000003710906,0.000007624428,0.00001182505,0.01212107],"genre_scores_gemma":[0.006207856,0.001285383,0.0001455244,0.9577943,0.01717506,0.0000161261,0.00000633783,0.00001819481,0.01735123],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09822647,"threshold_uncertainty_score":0.04327613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01140623408333337,"score_gpt":0.2455572370518488,"score_spread":0.2341510029685155,"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."}}