{"id":"W2889588748","doi":"10.33137/cpoj.v1i1.30009","title":"CLINICIANS’ ACCESS TO PEER-REVIEWED PROSTHETICS RESEARCH ARTICLES","year":2018,"lang":"en","type":"article","venue":"Canadian Prosthetics & Orthotics Journal","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Peer review; Medicine; Psychology; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.04479568,0.0007931269,0.002043573,0.03626952,0.001794836,0.01359365,0.002231108,0.003228506,0.1119205],"category_scores_gemma":[0.3965524,0.0009900196,0.00178194,0.03053468,0.001500804,0.01015568,0.00663374,0.00139263,0.02889875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002156385,"about_ca_system_score_gemma":0.01224982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001918636,"about_ca_topic_score_gemma":0.003165656,"domain_scores_codex":[0.8921727,0.04426347,0.02605225,0.004457335,0.03086936,0.002184837],"domain_scores_gemma":[0.5086917,0.3599645,0.05694615,0.01155973,0.05284455,0.009993315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001142188,0.0002801561,0.03277335,0.0903427,0.0007748138,0.003463994,0.01024317,0.0002981947,0.002152885,0.006499763,0.1574011,0.6946278],"study_design_scores_gemma":[0.0006792626,0.0006212475,0.06022403,0.0968131,0.00129018,0.008353607,0.01505971,0.0007004044,0.001613226,0.009037146,0.8053753,0.0002327936],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1194204,0.335371,0.01249078,0.05895425,0.006829035,0.005771918,0.0459824,0.002416599,0.4127637],"genre_scores_gemma":[0.6412122,0.2306625,0.04496618,0.01194136,0.007866089,0.004868218,0.02068456,0.0008663127,0.03693268],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9864063,"threshold_uncertainty_score":0.3744112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.154752601888449,"score_gpt":0.4321638781563346,"score_spread":0.2774112762678855,"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."}}