{"id":"W3176770852","doi":"10.1177/00084174211022880","title":"The Clinical Challenges Experienced by New Graduate Occupational Therapists: A Matrix Review","year":2021,"lang":"en","type":"review","venue":"Canadian Journal of Occupational Therapy","topic":"Occupational Therapy Practice and Research","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Australian Government","keywords":"Occupational therapy; Context (archaeology); Theme (computing); Medical education; Face (sociological concept); Psychology; Work (physics); Service (business); Medicine; Computer science; Sociology; Psychiatry; Business","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004888432,0.0006982946,0.001866845,0.01107106,0.0008630517,0.002502868,0.001266773,0.001510288,0.001455107],"category_scores_gemma":[0.01629062,0.0006606102,0.001579153,0.01367045,0.0008203775,0.002462039,0.001378067,0.00111722,0.0002522673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003558145,"about_ca_system_score_gemma":0.01185709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.011114,"about_ca_topic_score_gemma":0.04057225,"domain_scores_codex":[0.9969356,0.0007585265,0.0009178722,0.0002742248,0.0009883431,0.0001255353],"domain_scores_gemma":[0.985338,0.009938196,0.001935402,0.0001323785,0.002380067,0.00027586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001090299,0.00004421678,0.002094537,0.4403779,0.001130471,0.0006077699,0.002761467,0.0002398068,0.0005026559,0.001828348,0.014396,0.5359077],"study_design_scores_gemma":[0.00003526534,0.0002634395,0.01072635,0.6210399,0.004437139,0.003130022,0.007173351,0.000167157,0.0003134993,0.001255046,0.3513818,0.00007703577],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004593856,0.9985756,0.00006662707,0.0004468187,0.00009916608,0.00002524558,0.00003313785,0.000001865396,0.0002922424],"genre_scores_gemma":[0.003238028,0.9961695,0.0002419047,0.0001845764,0.00003896957,0.00003127581,0.00003517,9.643506e-7,0.00005967609],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.011114,"threshold_uncertainty_score":0.0258528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7888807385597835,"score_gpt":0.6678988178513972,"score_spread":0.1209819207083863,"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."}}