{"id":"W2153390961","doi":"10.1093/ptj/83.2.123","title":"A Quantitative Analysis of Research Publications in Physical Therapy Journals","year":2003,"lang":"en","type":"article","venue":"Physical Therapy","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Hamilton Health Sciences","funders":"","keywords":"Psychology; Medicine; Medical physics","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":["metaresearch","bibliometrics"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.1958368,0.00114054,0.003969843,0.0798438,0.002458358,0.00732377,0.002307868,0.001464764,0.003936733],"category_scores_gemma":[0.6223982,0.0008576048,0.003103722,0.06916541,0.004740812,0.006514609,0.005505532,0.001097182,0.0006296962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005404926,"about_ca_system_score_gemma":0.008041886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009945362,"about_ca_topic_score_gemma":0.001137553,"domain_scores_codex":[0.5911505,0.1476745,0.1373826,0.0137528,0.1072332,0.002806372],"domain_scores_gemma":[0.1200871,0.6405958,0.1376579,0.01477888,0.08479425,0.002086101],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003536056,0.0005119563,0.621985,0.07652548,0.006039461,0.0007350096,0.05590486,0.001092629,0.004995659,0.005231647,0.008978839,0.2144635],"study_design_scores_gemma":[0.0009988397,0.003311665,0.8568515,0.01858399,0.004288109,0.002391345,0.05490487,0.003132677,0.003730059,0.007914452,0.04338305,0.0005093602],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8562323,0.03402588,0.02937764,0.00432119,0.0009362971,0.01818011,0.03162377,0.0006389523,0.02466392],"genre_scores_gemma":[0.9196969,0.005118088,0.03749599,0.0008035945,0.0007675942,0.02758976,0.007189392,0.0001326874,0.001205964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9201562,"threshold_uncertainty_score":0.9916764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9324614725129031,"score_gpt":0.6940790767791493,"score_spread":0.2383823957337539,"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."}}