{"id":"W1997608907","doi":"10.1080/15459624.2012.683747","title":"Case Study","year":2012,"lang":"en","type":"article","venue":"Journal of Occupational and Environmental Hygiene","topic":"Effects of Vibration on Health","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Workplace Safety & Insurance Board","funders":"","keywords":"Column (typography); Medical education; Center (category theory); Psychology; Library science; Computer science; Art; Medicine; Chemistry","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":[0.0006017536,0.001288913,0.0008261006,0.003768417,0.003534453,0.001606317,0.001472429,0.003670662,0.0206302],"category_scores_gemma":[0.00508903,0.0004198454,0.00116674,0.003173487,0.001533789,0.001872551,0.001969117,0.002911539,0.003947999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002553383,"about_ca_system_score_gemma":0.001755315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005985715,"about_ca_topic_score_gemma":0.009184126,"domain_scores_codex":[0.9989462,0.0002533365,0.0001228878,0.0001567207,0.000214768,0.000305996],"domain_scores_gemma":[0.9985258,0.0004743962,0.0002476986,0.00008710648,0.000164149,0.0005008451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0000561252,0.0001574175,0.005929987,0.000192257,0.00002114295,0.969165,0.001086964,0.0002238618,0.000330952,0.001919197,0.01150051,0.009416573],"study_design_scores_gemma":[0.0000111361,0.0000402403,0.002426099,0.0002545823,0.00001548809,0.9756752,0.001872822,0.000181678,0.0002285293,0.001211881,0.01806107,0.00002130147],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5576856,0.03375165,0.02704903,0.05317602,0.004925723,0.002661255,0.003380226,0.0004524994,0.316918],"genre_scores_gemma":[0.9428741,0.008351505,0.005522487,0.008576835,0.001200263,0.0003840619,0.000823095,0.0001115623,0.03215601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0206302,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0438717040041847,"score_gpt":0.3425095712444223,"score_spread":0.2986378672402376,"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."}}